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バーチャルリアリティ (VR:仮想現実)・人工知能 (AI)・ロボティクスの世界市場:2017年〜2022年

Virtual Reality, Artificial Intelligence, Robotics, Teleoperation, Telerobotics, and Supporting ICT Infrastructure 2018 - 2023

発行 Mind Commerce 商品コード 578827
出版日 ページ情報 英文 1,234 Pages
納期: 即日から翌営業日
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本日の銀行送金レート: 1USD=114.61円で換算しております。
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バーチャルリアリティ (VR:仮想現実)・人工知能 (AI)・ロボティクスの世界市場:2017年〜2022年 Virtual Reality, Artificial Intelligence, Robotics, Teleoperation, Telerobotics, and Supporting ICT Infrastructure 2018 - 2023
出版日: 2018年10月05日 ページ情報: 英文 1,234 Pages
概要

当レポートは、通信およびその関連分野の調査を専門とするMind Commerce社が発行するバーチャルリアリティ (VR)、人工知能 (AI) およびロボティクス関連のレポート7冊をまとめた大変お得なセットとなっています。

※それぞれのレポートは、単体でもご購入いただけます。詳しくは当社までお問い合わせ下さい。

レポート1:Virtual Reality (VR) Marketplace: VR Technologies, Companies, Solutions, Devices, Components, Applications and Services (商品コード:372002)

  • 第1章 イントロダクション
  • 第2章 エグゼクティブサマリー
  • 第3章 概要
    • VRのイントロダクション
    • VR市場の区分
    • 市場成長促進因子
    • 市場課題
    • 市場機会
  • 第4章 VRエコシステムの分析
    • ステークホルダー分析
    • 新しいビジネスモデル
    • VR特許分析
    • VR技術
    • VRデバイスのプラットフォーム
    • VRアプリケーション産業
    • 地域のVR市場
    • VR ARPU
    • エッジコンピューティング環境におけるVR
    • エンタープライズプレミス型VRソリューション
    • クラウド型VRソリューション
    • 仮想環境におけるコマース
  • 第5章 VR市場の予測
    • 世界のVR収益予測
    • 地域のVR収益予測
    • 各国のVR収益予測
    • マルチアクセスエッジコンピューティング (MEC) 対応VRの収益
    • エンタープライズホステッドVR収益
    • クラウド型エンタープライズVR収益
    • VR出荷高予測
    • VRアクティブユーザー予測
  • 第6章V R企業分析
  • 第7章 結論・提言

レポート2:Artificial Intelligence in Big Data Analytics and IoT: Market for Data Capture, Information and Decision Support Services (商品コード:363176)

  • 第1章 イントロダクション
  • 第2章 概要
    • AIと機械学習
    • AIの各種タイプ
    • AI・MLの言語
    • AI技術
    • AI・MLの技術目標
    • AIアプローチ
    • AIツール
    • AIアウトカム
    • ニューラルネットワークとAI
    • 深層学習 (ディープラーニング) とAI
    • 予測分析とAI
    • IoTとビッグデータアナリティクス
    • IoTとAI
    • 消費者向けIoT・ビッグデータアナリティクス・AI
    • 産業用IoT・ビッグデータアナリティクス・ML
    • AIとコグニティブコンピューティング
    • トランスヒューマニズムとAI
    • 「Analysis of Things」の台頭
    • スーパーバイズドラーニング vs 非スーパーバイズドラーニング
    • UIの新たな形態としてのAI
  • 第3章 ビッグデータ・IoTにおけるAI技術
    • ML Everywhere
    • ML APIとビッグデータの発展
    • MLによる企業のメリット
    • IoTデータにおけるML
    • アルゴリズムビジネスの台頭
    • クラウドホステッドマシンインテリジェンス
    • MLの矛盾
    • バリューチェーン分析
  • 第4章 AIとMLの用途と利用事例
    • インテリジェンスパフォーマンスモニタリング
    • インフラモニタリング
    • 精密モデルの生成
    • レコメンデーションエンジン
    • ブロックチェーン・暗号化技術
    • エンタープライズアプリケーション
    • 状況認識
    • カスタマーフィードバック
    • 自動運転車
    • 詐欺検知システム
    • パーソナライズドメディシン・医療サービス
    • 予測データモデリング
    • スマートマシン
    • サイバーセキュリティソリューション
    • 自律的エージェント
    • インテリジェントアシスタント
    • インテリジェント意思決定支援システム
    • リスク管理
    • データマイニング&管理
    • インテリジェントロボティクス
    • フィンテック
    • マシンインテリジェンス
  • 第5章 AI技術のエンドユーザー産業への影響
  • 第6章 AIプレディクティブアナリティクス (予測分析):産業別
    • eコマースサービス
    • 銀行・金融サービス
    • 製造サービス
    • 不動産サービス
    • 行政・公共サービス
  • 第7章 ビッグデータおよびIoTにおけるAIソリューション:市場予測
    • 総市場の予測
    • 市場予測:区分別
    • AI組込みソリューション
    • AIプレディクティブアナリティクス (予測分析)
    • AIプロフェッショナルサービス
  • 第8章 AI組込みコネクテッドIoTデバイス・IoTシングス:市場予測
    • 市場予測: AI組込みコネクテッドIoTデバイス
    • AI組込みIoTシングス&オブジェクト
  • 第9章 企業分析
  • 第10章 総論・提言
  • 第11章 付録

レポート3:Artificial Intelligence and Cognitive Computing: Market Outlook for Communications, Applications, Content, and Commerce (商品コード:482432)

  • 第1章 イントロダクション
  • 第2章 エグゼクティブサマリー
  • 第3章 AI (人工知能)
    • 概要
    • 市場定義
    • AIへの実質的なアプローチ
    • マシンラーニング
    • ディープラーニング
    • コグニティブコンピューティング
    • アプリケーションにおけるAIアルゴリズム
    • AI拡大の制限・課題
    • AIの機会・促進因子
    • AIとデジタルセキュリティ
  • 第4章 知的財産のリーダーシップ:国・企業別
    • 世界のAI特許
    • AI特許:主要国別
    • 世界のマシンラーニング特許
    • マシンラーニング特許:主要国別
    • 世界のディープラーニング特許
    • ディープラーニング特許:主要国別
    • 世界のコグニティブコンピューティング特許
    • コグニティブコンピューティング特許:主要国別
    • AIおよびコグニティブコンピューティングのイノベーションリーダーシップ
  • 第5章 AIの世界市場
    • 世界のAI市場
    • 世界のAI市場:セグメント別
    • 地域のAI市場
    • AI市場:主要アプリケーション別
  • 第6章 主要な垂直産業におけるAI
    • AI市場:主要垂直産業別
    • その他の垂直産業におけるAI
  • 第7章 主な市場セグメントにおけるAI
    • AI市場:製品セグメント別
    • その他の技術における組込み型AI市場
  • 第8章 主要企業・ソリューション
    • Apple Inc.
    • Facebook
    • Google
    • IBM
    • Microsoft
  • 第9章 重要なAI特許

レポート4:Chatbots and Artificial Intelligence: Market Assessment, Application Analysis, and Forecasts (商品コード:408010)

  • 第1章 イントロダクション
  • 第2章 インテリジェントチャットボットのエコシステムの分析
    • チャットボットのオープンな開発のエコシステム
    • チャットボットの各種タイプ
    • チャットボットの各種アーキテクチャ
    • チャットボットにおけるマシンラーニングとレスポンス生成
    • チャットボットのエコシステム
    • チャットボットを越える機能
    • チャットボットの事業への潜在的影響
    • チャットボットの開発:ビルディングブロックとコストの分析
    • チャットボットの世界経済への影響
    • チャットボットエコシステムへの投資実績
    • Slackによるチャットボットエコシステムへの投資
  • 第3章 チャットボット市場:SWOT分析・利用事例
    • SWOT分析
    • 新しい利用事例
  • 第4章 チャットボット:市場分析・予測
    • 世界のインテリジェントチャットボット市場の予測
    • タイプ別
    • 用途別
    • 産業別
    • バリューチェーンパートナー別
    • ビジネスモデル別
    • 地域別
  • 第5章 企業およびソリューションの分析
    • Anboto Group
    • Apple Inc.
    • Artificial Solutions Ltd.
    • iDAvatars (IDA)
    • Creative Virtual Ltd.
    • CX Company
    • eGain Corporation
    • Eidoserve Inc.
    • Existor
    • Google
    • Intel Corporation
    • Microsoft Corporation
    • Speaktoit Inc.
    • InteliWISE SA
    • Facebook Inc.
    • Saleforce
    • Amazon
    • SK Telecom Co, Ltd.
    • motion.ai
    • Indigo
    • Vokul
    • 24me
    • Robin
    • Wunderlist
    • Cubic
    • Hound
    • SIRIUS
    • Yahoo Inc.
    • Helpshift
    • Haptik, Inc.
    • Aspect Software, Inc.
    • Inbenta Technologies Inc.
    • Twilio
    • IBM Watson
  • 第6章 総論・提言

レポート5:Robotics in Industrial, Enterprise, Military, and Consumer Products, Services, and Solutions (商品コード:541927)

  • 第1章 エグゼクティブサマリー
  • 第2章 イントロダクション
    • 市場区分
    • 市場概要
  • 第3章 ロボティクス企業・ソリューション
    • 南北アメリカ
    • アジア太平洋
    • 欧州
  • 第4章 ロボティクス市場の分析・予測
    • 世界のロボティクス市場
    • ロボティクス市場:区分別
    • 産業用ロボティクス市場
    • 消費者用ロボティクス市場
    • 企業用ロボティクス市場
    • 軍・政府用ロボティクス市場
    • ロボット出荷高予測
  • 第5章 結論・提言

レポート6:Cloud Robotics: Technologies, Leading Companies, Solutions, Market Outlook, and Forecasts (商品コード:514606)

  • 第1章 イントロダクション
    • クラウドロボティクス:概要
    • 従来型ロボティクス vs クラウドロボティクス
    • クラウドロボティクスのアーキテクチャ
    • ロボットの各種タイプ
    • ロボティクスにおけるクラウド技術
    • AIと機械学習ソリューション
    • 5Gを含む接続技術
    • 産業オートメーションとクラウドロボティクス
    • IoT・IIoT・クラウドロボティクス
    • 協働型ロボット
    • 市場課題・市場機会
  • 第2章 クラウドロボティクス:エコシステムの分析
    • 市場区分
    • エコシステム・企業
    • 主な用途
    • 導入見通し:地域別
    • 新しいビジネスモデル
    • ロボット製造
    • コスト構造
    • ROI
    • 関連IP
    • R&Dの取り組み
  • 第3章 クラウドロボティクス市場の予測
    • 世界市場の予測
    • 地域市場の予測
  • 第4章 企業分析
    • Rockwell Automation Inc.
    • KUKA AG
    • ABB Group
    • ファナック
    • 安川電機
    • Universal Robots
    • Tend.ai
    • Rapyuta Robotics Co. Ltd.
    • HotBlack Robotics Srl
    • Calvary Robotics
    • Motion Controls Robotics Inc.
    • Wolf Robotics LLC
    • Tech-Con Automation Inc.
    • Matrix Industrial Automation
    • Automation IG
    • Ortelio Ltd
    • ソフトバンクロボティクスホールディングス
    • iRobot Corp.
    • Google Inc.
    • IBM Corporation
    • Microsoft Corporation
    • Ecovacs Robotics Inc.
    • RoboticsMinds
    • Ozobot & Evollve Inc.
    • Segway Inc. and Ninebot
    • Erle Robotics
    • Adept Technology
    • Ekso Bionics
    • Lockheed Martin
    • Mazor Robotics
    • Pv-Kraftwerker
    • ReconRobotics Inc.
    • Seegrid
    • Spacex
  • 第5章 総論・提言
  • 第6章 付録

レポート7:Teleoperation and Telerobotics in Industrial Internet of Things (IIoT) (商品コード:356337)

  • 第1章 エグゼクティブサマリー
  • 第2章 産業用モノのインターネット (IIoT) の概要
    • 産業用モノのインターネット (IIoT) と消費者向けIoTの違いは?
    • 技術転換:有線と無線
    • 産業生産性およびIIoTの経済貢献
    • 産業効率性およびIIoT
    • 世界のIIoT導入動向
    • インダストリー4.0および自動化
    • 産業革命および移行
    • IIoTの構成要素
    • 産業オートメーションおよびIIoT
    • IIoTの人的側面
    • デジタル・人的労働力の統合
    • ウェアラブル技術およびIIoT
    • 労働力の強化
    • ハイブリッド産業・ロボティクス
    • ドローンによるロジスティクス
  • 第3章 テレオペレーションおよびテレロボティクス
    • テレロボティクス
    • テレプレゼンス
    • テレオペレーション
    • テレマニピュレーター
    • インターネットテレロボティクス
    • ウェブおよびテレロボティクス
    • リアルタイムトランスポートプロトコル (RTP)
    • テレロボティクスシステムの技術アーキテクチャー
    • バイラテラル制御・触覚フィードバック
    • ユニラテラル vs. バイラテラルモデル
  • 第4章 テレオペレーション・テレロボティクスの役割
    • 産業オートメーションにおけるテレロボティクスの役割
    • ロジスティクスおよびサプライチェーンの影響
    • 産業生産者/消費者 (プロシューマー) のバリューチェーン
    • 雇用の転換および工場労働者の将来
    • 明確な生産
    • 製造サプライチェーンおよびロボット
    • コネクテッドサービスおよびテレオペレーション
    • メリット・デメリット
    • フォグコンピューティング (FOG COMPUTING)
    • スワームコンピューティング (SWARM COMPUTING)
  • 第5章 テレオペレーション・テレロボティクス市場および予測
    • IIoTテレオペレーション・テレロボティクス市場
    • 技術アプリケーション
    • 垂直産業
    • テレオペレーションおよびテレロボティクス主導の市場
  • 第6章 テレオペレーション・テレロボティクスの影響
    • 技術が主導・促進するハイパーオートメーション
    • IIoTを最適化するハイブリッドエンタープライズの増加
    • 知的労働力はAIとロボットによって強化される見込み
    • ドローンによるロジスティクスはB2BだけではなくB2Cにおいても一般的となる
    • 産業用ロボティクスは主要な重点領域に留まる
    • 将来はスマートマシン主導の工場が増加
    • 産業消費者:製品ライフサイクル全体への関与
    • 成果報酬型経済 (アウトカムエコノミー) への転換
    • 情報技術 (IT) & オペレーション技術 (OT) のコンバージェンス
    • 新ステークホルダーの登場および新たな関係の発展
  • 第7章 結論・提言
目次

Overview:

The future of Consumer, Enterprise, and Industrial products and services will be Virtual, Artificial, and Automated. Virtual Reality (VR), Artificial Intelligence (AI), and Robotics represent three powerful trends in ICT that will impact everything from the design, production, distribution, and management of goods and services to the way fundamental manner in which humans work, play, and generally interact with the world.

The combination of fifth generation (5G) cellular, Multi-access Edge Computing (MEC) and cloud technologies will provide substantial capacity, flexibility, functionality richness, and significantly faster response time. This will result in dramatically improved support for latency sensitive applications such as VR and other solutions that utilize immersive technologies such as Haptic Internet user interfaces.

The convergence of all of the above technologies, along with Teleoperation and Digital Twinning, will enable a level of control and flexibility previously unimaginable. The commercial expansion of Cloud Robotics offerings will democratize automation for enterprise, industrial, government, and consumer automation. Open platforms and APIs will enable robotics to be used on a more mass-market basis, untethered by proprietary networks, communications, and/or user interfaces.

  • Virtual Reality (VR) represents an immersive technology that is poised for considerable global growth, providing abundant opportunities for service providers, content developers, and ecosystem component providers. VR and other immersive tech (such as Augmented Reality, Haptic Internet, and others) will be important to many industry verticals that leverage VR and mixed reality for a variety of enterprise purpose including internal operations, managing supply chains, and supporting customers.
  • Artificial Intelligence (AI) is increasingly integrated in many areas including Internet search, entertainment, commerce applications, content optimization, and robotics. The long-term prospect for AI is that it will become embedded in many different other technologies and provide autonomous decision making on behalf of humans, both directly, and indirectly through many processes, products, and services.
  • Robotics is broadly segmented into enterprise, industrial, government (including military), and consumer robotics. Major market segments that cross-over industries include Healthcare bots, Unmanned Aerial Vehicles, and Autonomous Vehicles. Enterprise robotics includes use of robots for both business-to-business and business-to-consumer services and support. Functions include internal business operations and processes, delivery of goods and services, research, analytics, and other business specific applications.
  • Teleoperation represents the ability to operate equipment or a machine from a distance. A specific form of teleoperation involving remote control of a robot from a distance is referred to as telerobotics. Teleoperation and telerobotics are both supported by ICT infrastructure including broadband communications, sensors, machine to machine (M2M) communications, and various Internet of Things (IoT) technologies. Enhancements in wireless broadband are untethering teleoperation. Prior to 5G and Mobile Edge Computing (MEC), Teleoperation is largely relegated to fixed communications connections. 5G and MEC will enable Teleoperation anywhere there is 5G coverage, enabling many new consumer and industrial automation scenarios involving robotics.

This represents the most comprehensive research offering available, consisting of the following:

Virtual Reality Research

This VR research provides an in-depth assessment of the VR market including analysis of VR ecosystem and role of value chain partners, assessment of key VR companies and solutions, and analysis of emerging business models and evolution of VR monetization. It also evaluates the VR component (devices, software, hardware, and platforms) market as well as analysis of key VR growth drivers, market challenges, and emerging opportunities.

Artificial Intelligence Research

This AI research assesses the AI ecosystem, technologies, solutions and market outlook. Key industry verticals covered include use of AI in Internet related services and products, Financial Services, Medical and Bio-informatics, Manufacturing, and Telecommunications. Some of the key application areas covered include Marketing and Business Decision Making, Workplace Automation, Predictive Analysis and Forecast, Fraud Detection and Classification.

This AI research also evaluates various AI technologies and their use relative to analytics solutions within the rapidly growing enterprise data arena. It also assesses emerging business models, leading companies, and solutions. The research also analyzes how human-oriented and machine generated data will drive substantial opportunities for AI support of unstructured data analytics solutions. It also provides forecasting for unit growth and revenue from 2018 - 2023 associated with AI supported predictive analytics solutions.

Robotics Research

This robotics research assesses the global and regional robotics marketplace including the technologies, companies, and solutions for robots in the Industrial, Enterprise, Military, and Consumer segments. The report includes detailed forecasts for robotics by robot type, components, capabilities, solutions, and connectivity for 2018 - 2023. This research evaluates the ecosystem, players, technologies and solutions for Cloud Robotics. It also evaluates the current state of technologies and assesses the future outlook of integrated teleoperation, robotics, cloud systems and solutions.

This robotics research also covers all major robot types such as stationary, wheeled, and legged robots. This research evaluates the ecosystem, players, technologies and solutions for Cloud Robotics. The report evaluates the current state of technologies and assesses the future outlook of integrated teleoperation, robotics, cloud systems and solutions. The report covers all major robot types such as stationary, wheeled, and legged robots.

In addition this research evaluates the emerging role of Teleoperation and Telerobotics in the era of Industry 4.0. The report analyzes the impact of Teleoperation and Telerobotics solutions in different industry verticals and technology sectors. The report also provides market forecasts for IIoT Teleoperation and Telerobotics systems, services, and solutions. The report also evaluates the role of Digital Twin technology in teleoperation and telerobotics.

Supporting ICT Infrastructure: 5G and Mobile Edge Computing

This research provides an in-depth assessment of both technical issues (enabling technologies, 5G standardization and research initiatives, spectrum bands, etc.) and business areas (market drivers, challenges, use cases, vertical market applications, regulatory issues, trial commitments, introduction strategies, and impact to CSPs), as well as analysis of the emerging 5G ecosystem. The report includes specific ecosystem constituent recommendations and forecasts for both 5G investments, subscriptions, and more for the period of 2018 - 2030.

This research evaluates enabling technologies and the market outlook for 5G Network slicing. The report provides analysis of the market opportunities including Configuration Management, Performance Management, Service Level Agreements, and more. The report also includes 5G Network Slicing by specific use cases such as Smart Manufacturing, which includes Remote Monitoring, Supply Chain Management, Asset Management, Real-Time Monitoring, and Network Monitoring. In addition, the report provides an assessment of major segments such as 5G Network Slicing in consumer, enterprise, and industrial IoT. The report includes global forecasts for each area covered as well as regional estimates for 5G Network Slicing by Segment, RF Band, Application, and Industry Vertical through 2025.

This research also evaluates the emerging Multi-access Edge Computing (MEC) service environment, which will facilitate a seamless access experience, dramatically lower latency, and improve capacity optimization for content, services, and applications. This includes analysis of MEC technology, architecture and building blocks, ecosystem, market drivers, applications, solutions, and deployment challenges. The report also analyzes MEC industry initiatives, leading companies, and solutions. It includes a market assessment and forecast for MEC users/devices within CSP networks and MEC revenue globally, regionally, and within the enterprise market for years 2018 - 2023.

Target Audience:

  • Virtual Reality companies
  • Data and Analytics companies
  • Artificial Intelligence companies
  • Robotics and Automation companies
  • NGOs and Government R&D organizations

Select Research Findings:

  • Global Cloud Robotics Market will reach $16.1 billion USD by 2023
  • Global VR revenue will grow with CAGR of nearly 55% from 2018 - 2023
  • The Global general AI market will reach $50.8 billion USD by 2023 with 42% CAGR
  • More than 50% of new VR investment will be for apps to solve industry-specific problems
  • Introduction of 5G and Edge computing to provide substantial boost to access and usability

Table of Contents

Virtual Reality (VR) Marketplace: VR Technologies, Companies, Solutions, Devices, Components, Applications and Services 2018-2023

1. Introduction

  • 1.1. Research Objectives
  • 1.2. Scope of Research
  • 1.3. Target Audience
  • 1.4. Company Coverage

2. Executive Summary

  • 2.1. VR Market Segments and Sub-Segments
  • 2.2. Key Report Findings

3. Overview

  • 3.1. Introduction to VR
    • 3.1.1. VR System
    • 3.1.2. VR System Assessment
  • 3.2. VR Market Segment
    • 3.2.1. VR Device
      • 3.2.1.1. Head Mounted Display (HMD)
      • 3.2.1.2. Gesture Tracking Device (GTD)
        • 3.2.1.2.1. Haptic Gloves
        • 3.2.1.2.2. Haptic Suits
        • 3.2.1.2.3. Other Devices including Controller and Camera
      • 3.2.1.3. Projectors and Display Wall (PDW)
      • 3.2.1.4. Heads-Up Displays (HUD)
    • 3.2.2. VR Hardware Component
      • 3.2.2.1. Sensors
        • 3.2.2.1.1. Accelerometers
        • 3.2.2.1.2. Proximity Sensor
        • 3.2.2.1.3. Magnetometers
        • 3.2.2.1.4. GPS System
        • 3.2.2.1.5. Gyroscopes
        • 3.2.2.1.6. 3D Image Sensor
      • 3.2.2.2. Semiconductor Component
        • 3.2.2.2.1. Haptic Controller and Integrated Circuits
        • 3.2.2.2.2. Graphic Processing Unit (GPU)
        • 3.2.2.2.3. VR Displays
        • 3.2.2.2.4. Central Processing Unit (CPU)
        • 3.2.2.2.5. Memory
        • 3.2.2.2.6. Tracking System
        • 3.2.2.2.7. Process Acceleration Cards
        • 3.2.2.2.8. Input Devices
        • 3.2.2.2.9. USB Connector
      • 3.2.2.3. Audio Hardware
    • 3.2.3. VR Software
      • 3.2.3.1. VR Apps
      • 3.2.3.2. Software Component
        • 3.2.3.2.1. Reality Engine
        • 3.2.3.2.2. Software Development Kits
        • 3.2.3.2.3. 3D Modeling
        • 3.2.3.2.4. 2D Graphics
        • 3.2.3.2.5. Digital Sound Editing
    • 3.2.4. VR Service
      • 3.2.4.1. VR Simulation Service
      • 3.2.4.2. VR App store Service
      • 3.2.4.3. Deployment and Management Service
    • 3.2.5. VR Content
      • 3.2.5.1. Games and Entertainment
      • 3.2.5.2. VR, Video, and an Emphasis on Instructional Content
      • 3.2.5.3. VR Theme Park: An Immersive Experience
        • 3.2.5.3.1. VR Content Developer Engagement
  • 3.3. Market Drivers
    • 3.3.1. Increasing Popularity of Immersive Vision
    • 3.3.2. Usability to Increase Adoption of VR Devices
    • 3.3.3. Built in VR Functions with Smartphones and Tablets
    • 3.3.4. VR in Training and Simulation
    • 3.3.5. Price Affordability of Devices and Components
    • 3.3.6. VR in Enterprise and Industrial Settings
  • 3.4. Market Challenge
    • 3.4.1. Adverse Impact on User Health
    • 3.4.2. Fully Immersive VR Experience is Costly
    • 3.4.3. Ensuring Usability in Design and Tracking System
    • 3.4.4. High Energy Consumption May Lead to Poor Performance
  • 3.5. Market Opportunity
    • 3.5.1. Increasing Investment Trend
    • 3.5.2. Merger and Acquisition Trend to Fuel VR Innovation
    • 3.5.3. Convergence of VR and AR for Mixed Reality
    • 3.5.4. VR Telepresence Apps
    • 3.5.5. VR meets Immersive Social Platform
    • 3.5.6. VR in Drones and Telerobotics
    • 3.5.7. VR in Adult Video Industry
    • 3.5.8. VR Accelerate 3D TV and Printing
    • 3.5.9. VR in Life Saving Applications
    • 3.5.10. VR Opportunity for Telecom Operator
    • 3.5.11. VR to Take 5G Haptic or Tactile Experience Mainstream

4. VR Ecosystem Analysis

  • 4.1. Stakeholder Analysis
    • 4.1.1. VR Device Manufacturers
    • 4.1.2. VR Component Manufacturers
    • 4.1.3. VR Software Solution Providers
    • 4.1.4. VR Service Suit Providers
    • 4.1.5. VR Content Providers
    • 4.1.6. VR End Users
  • 4.2. Emerging Business Model
    • 4.2.1. VR Suit Subscription
    • 4.2.2. Pay Per Experience (PPE)
  • 4.3. VR Patent Analysis
  • 4.4. VR Technology
    • 4.4.1. Non-Immersive Technology
    • 4.4.2. Semi-Immersive Technology
    • 4.4.3. Fully Immersive Technology
  • 4.5. VR Device Platforms
  • 4.6. VR Application Industry
    • 4.6.1. Consumer Application
    • 4.6.2. Enterprise / Commercial Applications
    • 4.6.3. Industrial Applications
  • 4.7. Regional VR Market
  • 4.8. VR ARPU
  • 4.9. Virtual Reality in an Edge Computing Environment
  • 4.10. Enterprise Premise-based VR Solutions
  • 4.11. Cloud-based VR Solutions
  • 4.12. Commerce in Virtual Environments
    • 4.12.1. Hologram Payment Initiatives
    • 4.12.2. Masterpass AR/VR
    • 4.12.3. Worldpay VR Payment using AirPIN
    • 4.12.4. MasterCard Partnership with Wearality for Ecommerce Payments
    • 4.12.5. Vantiv VR Payment API 174
    • 4.12.6. MasterCard and Swarovski to Offer VR Shopping
    • 4.12.7. Lowes and Ikea to Offer VR Showroom Experience
    • 4.12.8. Consumer Adoption

5. VR Market Forecasts

  • 5.1. Global VR Revenue Forecast 2018-2023
    • 5.1.1. Combined VR Revenue
    • 5.1.2. VR Revenue by Segment
      • 5.1.2.1. VR Hardware Revenue by Segment
        • 5.1.2.1.1. VR Device Revenue by Segment
        • 5.1.2.1.2. VR GTD Revenue by Segment
        • 5.1.2.1.3. VR Hardware Component Revenue by Segment
        • 5.1.2.1.4. VR Sensor Revenue by Type
        • 5.1.2.1.5. VR Semiconductor Component Revenue by Type
        • 5.1.2.1.6. VR Display Revenue by Type
      • 5.1.2.2. VR Software Revenue by Segment
        • 5.1.2.2.1. VR Software Application Revenue by Deployment Type
        • 5.1.2.2.2. VR Software Component Revenue by Segment
      • 5.1.2.3. VR Service Revenue by Segment
      • 5.1.2.4. VR Content Revenue by Segment
    • 5.1.3. VR Revenue by Technology Type
    • 5.1.4. VR Revenue by Device Platform
    • 5.1.5. VR Revenue by Vertical Sector
      • 5.1.5.1. VR Consumer Application Revenue by Industry Vertical
      • 5.1.5.2. VR Enterprise/Commercial Application Revenue by Industry Vertical
      • 5.1.5.3. VR Industrial Application Revenue by Industry Vertical
        • 5.1.5.3.1. VR Medical Industry Revenue by Application Type
        • 5.1.5.3.2. VR Aviation Industry Revenue by Sector
  • 5.2. Regional VR Revenue Forecast 2018-2023
    • 5.2.1. VR Revenue by Region
    • 5.2.2. North America VR Revenue by Segment, Technology, Device, Industry Vertical, and Country
    • 5.2.3. APAC VR Revenue by Segment, Technology, Device, Industry Vertical, and Country
    • 5.2.4. Europe VR Revenue by Segment, Technology, Device, Industry Vertical, and Country
    • 5.2.5. Latin America VR Revenue by Segment, Technology, Device, Industry Vertical, and Country
    • 5.2.6. Middle East and Africa VR Revenue by Segment, Technology, Device, Industry Vertical, and Country
  • 5.3. Country VR Revenue Forecast 2018-2023
    • 5.3.1. Top Ten VR Countries
    • 5.3.2. USA VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.3. Canada VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.4. UK VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.5. Germany VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.6. China VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.7. Japan VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.8. France VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.9. South Korea VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.10. Sweden VR Revenue by Segment, Technology, Device, and Industry Vertical
    • 5.3.11. India VR Revenue by Segment, Technology, Device, and Industry Vertical
  • 5.4. Multi-access Edge Computing (MEC) Enabled VR Revenue 2018-2023
    • 5.4.1. Combined MEC Enabled VR Revenue
    • 5.4.2. MEC Enabled VR Revenue by Segment
      • 5.4.2.1. MEC Enabled VR Infrastructure Revenue by Segment
        • 5.4.2.1.1. MEC Enabled VR Server Revenue by Segment
      • 5.4.2.2. MEC Enabled VR Hardware Revenue by Segment
        • 5.4.2.2.1. MEC Enabled VR Device Revenue by Segment
        • 5.4.2.2.2. MEC Enabled VR GTD Revenue by Segment
        • 5.4.2.2.3. MEC Enabled VR Hardware Component Revenue by Segment
        • 5.4.2.2.4. MEC Enabled VR Sensor Revenue by Type
        • 5.4.2.2.5. MEC Enabled VR Semiconductor Component Revenue by Type
        • 5.4.2.2.6. MEC Enabled VR Display Revenue by Type
      • 5.4.2.3. MEC Enabled VR Software Revenue by Segment
        • 5.4.2.3.1. MEC Enabled VR Software Application Revenue by Deployment
        • 5.4.2.3.2. MEC Enabled VR Platform Revenue by Segment
        • 5.4.2.3.3. MEC Enabled VR Software Component Revenue by Segment
      • 5.4.2.4. MEC Enabled VR Service Revenue by Segment
      • 5.4.2.5. MEC Enabled VR Content Revenue by Segment
    • 5.4.3. MEC Enabled VR Revenue by Technology Type
    • 5.4.4. MEC Enabled VR Revenue by Device Platform
    • 5.4.5. MEC Enabled VR Revenue by Vertical Sector
      • 5.4.5.1. MEC Enabled VR Consumer Application Revenue by Industry Vertical
      • 5.4.5.2. MEC Enabled VR Enterprise/Commercial Application Revenue by Industry Vertical
      • 5.4.5.3. MEC Enabled VR Industrial Application Revenue by Industry Vertical
        • 5.4.5.3.1. MEC Enabled VR Medical Industry Revenue by Application Type
        • 5.4.5.3.2. MEC Enabled VR Aviation Industry Revenue by Sector
    • 5.4.6. MEC Enabled VR Revenue by Region
      • 5.4.6.1. North America MEC Enabled VR Revenue by Country
      • 5.4.6.2. APAC MEC Enabled VR Revenue by Country
      • 5.4.6.3. Europe MEC Enabled VR Revenue by Country
      • 5.4.6.4. ROW MEC Enabled VR Revenue by Country
  • 5.5. Enterprise Hosted VR Revenue 2018-2023
    • 5.5.1. Combined Enterprise Hosted VR Revenue
    • 5.5.2. Enterprise Hosted VR Revenue by Segment
      • 5.5.2.1. Enterprise Hosted VR Infrastructure Revenue by Segment
      • 5.5.2.2. Enterprise Hosted VR Software Revenue by Segment
      • 5.5.2.2.1. Enterprise Hosted VR Software Component Revenue by Type
      • 5.5.2.3. Enterprise Hosted VR Platform Revenue by Type
      • 5.5.2.4. Enterprise Hosted VR Content Revenue by Type
      • 5.5.2.5. Enterprise Hosted VR Service Revenue by Type
    • 5.5.3. Enterprise Hosted VR Revenue by Technology Type
    • 5.5.4. Enterprise Hosted VR Revenue by Device Platform
    • 5.5.5. Enterprise Hosted VR Revenue by Vertical Sector
      • 5.5.5.1. Enterprise Hosted VR Solution Revenue by Consumer Application Industry
      • 5.5.5.2. Enterprise Hosted VR Solution Revenue by Enterprise/Commercial Application Industry
      • 5.5.5.3. Enterprise Hosted VR Solution Revenue by Industrial Application Vertical
        • 5.5.5.3.1. Enterprise Hosted VR Solution Revenue by Medical Application Type
        • 5.5.5.3.2. Enterprise Hosted VR Solution Revenue by Aviation Industry Segment
    • 5.5.6. Enterprise Hosted VR Revenue by Region
      • 5.5.6.1. North America Enterprise Hosted VR Revenue by Country
      • 5.5.6.2. APAC Enterprise Hosted VR Revenue by Country
      • 5.5.6.3. Europe Enterprise Hosted VR Revenue by Country
      • 5.5.6.4. Latin America Enterprise Hosted VR Revenue by Country
      • 5.5.6.5. MEA Enterprise Hosted VR Revenue by Country
  • 5.6. Cloud Based Enterprise VR Revenue 2018-2023
    • 5.6.1. Combined Cloud Based Enterprise VR Revenue
    • 5.6.2. Cloud Based Enterprise VR Revenue by Segment
      • 5.6.2.1. Cloud Based Enterprise VR Infrastructure Revenue by Segment
      • 5.6.2.2. Cloud Based Enterprise VR Software Revenue by Segment
        • 5.6.2.2.1. Cloud Based Enterprise VR Software Component Revenue by Type
      • 5.6.2.3. Cloud Based Enterprise VR Platform Revenue by Type
      • 5.6.2.4. Cloud Based Enterprise VR Content Revenue by Type
      • 5.6.2.5. Cloud Based Enterprise VR Service Revenue by Type
    • 5.6.3. Cloud Based Enterprise VR Revenue by Cloud Type
    • 5.6.4. Cloud Based Enterprise VR Revenue by Technology Type
    • 5.6.5. Cloud Based Enterprise VR Revenue by Device Platform
    • 5.6.6. Cloud Based Enterprise VR Revenue by Vertical Sector
      • 5.6.6.1. Cloud Based Enterprise VR Solution Revenue by Consumer Application Industry
      • 5.6.6.2. Cloud Based Enterprise VR Solution Revenue by Enterprise/Commercial Application Industry
      • 5.6.6.3. Cloud Based Enterprise VR Solution Revenue by Industrial Application Vertical
        • 5.6.6.3.1. Cloud Based Enterprise VR Solution Revenue by Medical Application Type
        • 5.6.6.3.2. Cloud Based Enterprise VR Solution Revenue by Aviation Industry Segment
    • 5.6.7. Cloud Based Enterprise VR Revenue by Region
      • 5.6.7.1. North America Cloud Based Enterprise VR Revenue by Country
      • 5.6.7.2. APAC Cloud Based Enterprise VR Revenue by Country
      • 5.6.7.3. Europe Cloud Based Enterprise VR Revenue by Country
      • 5.6.7.4. Latin America Cloud Based Enterprise VR Revenue by Country
      • 5.6.7.5. MEA Cloud Based Enterprise VR Revenue by Country
  • 5.7. VR Shipment Forecast 2018-2023
    • 5.7.1. Combined VR Shipment
    • 5.7.2. VR Shipment by Segment
      • 5.7.2.1. VR Device Shipment by Segment
        • 5.7.2.1.1. VR GTD Shipment by Segment
      • 5.7.2.2. VR Component Shipment by Segment
        • 5.7.2.2.1. VR Hardware Component Shipment by Segment
        • 5.7.2.2.2. VR Sensor Shipment by Type
        • 5.7.2.2.3. VR Semiconductor Component Shipment by Type
        • 5.7.2.2.4. VR Display Shipment by Segment
        • 5.7.2.2.5. VR Software Component Shipment by Segment
      • 5.7.2.3. VR Apps Shipment by Type
    • 5.7.3. VR Shipment by Device Platform
    • 5.7.4. VR Shipment by Vertical Sector
      • 5.7.4.1. VR Shipment by Consumer Industry Vertical
      • 5.7.4.2. VR Shipment by Enterprise/Commercial Industry Vertical
      • 5.7.4.3. VR Shipment by Industrial Application Vertical
        • 5.7.4.3.1. VR Shipment by Medical Application Type
        • 5.7.4.3.2. VR Shipment by Aviation Industry Vertical
    • 5.7.5. VR Shipment by Region
      • 5.7.5.1. North America VR Shipment by Country
      • 5.7.5.2. APAC VR Shipment by Country
      • 5.7.5.3. Europe VR Shipment by Country
      • 5.7.5.4. Latin America VR Shipment by Country
      • 5.7.5.5. Middle East and Africa VR Shipment by Country
  • 5.8. VR Active User Forecast 2018-2023
    • 5.8.1. Combined VR Active User
    • 5.8.2. VR Active User by Segment
      • 5.8.2.1. VR Active User by Device Type
        • 5.8.2.1.1. VR Active User by GTD Type
      • 5.8.2.2. VR Apps Active User by Type
    • 5.8.3. VR Active User by Technology Type
    • 5.8.4. VR Active User by Device Platform
    • 5.8.5. VR Active User by Vertical Sector
      • 5.8.5.1. VR Active User by Consumer Industry Vertical
      • 5.8.5.2. VR Active User by Enterprise/Commercial Industry Vertical
      • 5.8.5.3. VR Active User by Industrial Application Vertical
        • 5.8.5.3.1. VR Active User by Medical Application Type
        • 5.8.5.3.2. VR Active User by Aviation Industry Vertical
    • 5.8.6. VR Active User by Region
      • 5.8.6.1. North America VR Active User by Country
      • 5.8.6.2. APAC VR Active User by Country
      • 5.8.6.3. Europe VR Active User by Country
      • 5.8.6.4. Latin America VR Active User by Country
      • 5.8.6.5. Middle East and Africa VR Active User by Country

6. VR Company Analysis

  • 6.1. Oculus VR, LLC
  • 6.2. Sony Corporation
  • 6.3. Samsung Electronics Co. Ltd.
  • 6.4. HTC Corporation
  • 6.5. EON Reality Inc.
  • 6.6. Google Inc.
  • 6.7. Microsoft Corporation
  • 6.8. Vuzix Corporation
  • 6.9. Cyber Glove Systems
  • 6.10. Sensics Inc.
  • 6.11. Leap Motion Inc.
  • 6.12. Sixense Entertainment Inc.
  • 6.13. Avegant Corp.
  • 6.14. FOVE Inc.
  • 6.15. Open Source Virtual Reality (OSVR)
  • 6.16. Zeiss VR One
  • 6.17. Intel Corporation
  • 6.18. Alcatel Mobile
  • 6.19. ZTE Corporation
  • 6.20. Unity Technologies
  • 6.21. Magic Leap
  • 6.22. Nvidia Corporation
  • 6.23. BARCO
  • 6.24. MYO
  • 6.25. NGRAIN Corporation
  • 6.26. WorldViz
  • 6.27. Wevr
  • 6.28. NextVR
  • 6.29. Osterhout Design Group (ODG)
  • 6.30. Niantic Inc.
  • 6.31. Virtual Reality Company (VRC)
  • 6.32. VIRTALIS
  • 6.33. Facebook
  • 6.34. Huawei Technologies
  • 6.35. Qualcomm Inc.
  • 6.36. SK Telecom
  • 6.37. LG Corporation
  • 6.38. Nokia StarGazing VR Application
  • 6.39. VREAL
  • 6.40. StreamVR
  • 6.41. Analog Devices Inc.
  • 6.42. Atmel Corporation
  • 6.43. Cypress Semiconductor Corp
  • 6.44. NXP
  • 6.45. Integrated Device Technology Inc.
  • 6.46. Maxim Integrated
  • 6.47. NKK Switches
  • 6.48. Rohm Semiconductor
  • 6.49. Semtech Corporation
  • 6.50. Texas Instruments
  • 6.51. 3D Systems Simbionix
  • 6.52. AppliedVR
  • 6.53. CAE Healthcare
  • 6.54. Firsthand Technology (Deepstream VR)
  • 6.55. GE Healthcare
  • 6.56. Mazor Robotics
  • 6.57. Mimic Technologies
  • 6.58. MindMaze
  • 6.59. Philips Healthcare
  • 6.60. Siemens Healthineers
  • 6.61. Valve Corporation
  • 6.62. VirtaMed AG
  • 6.63. Virtually Better Inc.
  • 6.64. SenseVirtual

7. Conclusions and Recommendations

  • 7.1. Period of Rapid VR Market Penetration
  • 7.2. 5G Driven Virtual Reality Applications
  • 7.3. Virtual Reality 5G Ecosystem
  • 7.4. VR Ethics Issues and Challenges
  • 7.5. Legality of Criminal Acts with VR
  • 7.6. Considerations for Select Market Players
    • 7.6.1. VR Ecosystem Vendors
    • 7.6.2. Investment Community

Figures

  • Figure 1: VR System Development Costs
  • Figure 2: VR System Architecture
  • Figure 3: VR Market Segment
  • Figure 4: VR Sensory Displays
  • Figure 5: VR Content Developer Engagement 2017 and 2023
  • Figure 6: VR Investment Trending and Outlook
  • Figure 7: VR Investment Structure
  • Figure 8: VR Technologies and Platforms
  • Figure 9: VR Application Industry Landscape
  • Figure 10: VR ARPU 2017 and 2023
  • Figure 11: MEC Network Diagram for VR System
  • Figure 12: Global VR Combined Revenue 2018-2023
  • Figure 13: VR Revenue Share by Major Country 236
  • Figure 14: Global MEC Enabled VR Combined Revenue 2018-2023
  • Figure 15: Global Enterprise Hosted VR Combined Revenue 2018-2023
  • Figure 16: Global Cloud Based Enterprise VR Combined Revenue 2018-2023
  • Figure 17: Global VR Shipment 2018-2023
  • Figure 18: Global VR Active Users 2018-2023
  • Figure 19: VR Market Acceleration Curve 2016-2025
  • Figure 20: 5G VR Use Cases and Bandwidth
  • Figure 21: VR Live Sports Streaming
  • Figure 22: VR 5G Ecosystem Framework

Tables

  • Table 1: HMD Manufacturers
  • Table 2: VR Gloves Manufacturers
  • Table 3: VR Haptic Suit Manufacturers
  • Table 4: GTD Product Manufacturers
  • Table 5: PDW Manufacturers
  • Table 6: HUD Manufacturers
  • Table 7: MEMS Accelerometers Manufacturers
  • Table 8: Proximity Sensor Manufacturers
  • Table 9: Magnetometers Manufactures
  • Table 10: GPS System Manufactures
  • Table 11: MEMS Gyroscopes Manufactures
  • Table 12: 3D Image Sensor Manufactures
  • Table 13: Capacitive Sensing Controller and ICs Manufacturers
  • Table 14: VR GPU Manufacturers
  • Table 15: VR Display Manufacturers
  • Table 16: VR CPU Manufacturers
  • Table 17: Memory Chip Manufacturers
  • Table 18: VR Tracking System Manufacturers
  • Table 19: Process Acceleration Cards Manufacturers
  • Table 20: VR Input Device Manufacturers
  • Table 21: USB Connector Manufacturers
  • Table 22: VR 3D Audio Device Manufacturers
  • Table 23: VR Software and Component Provider
  • Table 24: HMD Pricing
  • Table 25: VR Content Price
  • Table 26: VR Merger and Acquisitions 2015-2016
  • Table 27: VR Patents 2014-2017
  • Table 28: Global VR Revenue by Segment 2018-2023
  • Table 29: Global VR Hardware Revenue by Segment 2018-2023
  • Table 30: Global VR Device Revenue by Segment 2018-2023
  • Table 31: Global VR GTD Revenue by Segment 2018-2023
  • Table 32: Global VR Hardware Component Revenue by Segment 2018-2023
  • Table 33: Global VR Sensor Revenue by Type 2018-2023
  • Table 34: Global VR Semiconductor Component Revenue by Type 2018-2023
  • Table 35: Global VR Display Revenue by Type 2018-2023
  • Table 36: Global VR Software Revenue by Segment 2018-2023
  • Table 37: Global VR Software Application Revenue by Deployment Type 2018-2023
  • Table 38: Global VR Software Component Revenue by Segment 2018-2023
  • Table 39: Global VR Service Revenue by Segment 2018-2023
  • Table 40: Global VR Content Revenue by Segment 2018-2023
  • Table 41: Global VR Revenue by Technology Type 2018-2023
  • Table 42: Global VR Revenue by Device Platform 2018-2023
  • Table 43: Global VR Revenue by Vertical Application Sector 2018-2023
  • Table 44: Global VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 45: Global VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 46: Global VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 47: Global VR Medical Industry Revenue by Application Type 2018-2023
  • Table 48: Global VR Aviation Industry Revenue by Sector 2018-2023
  • Table 49: Global VR Revenue by Region 2018-2023
  • Table 50: North America VR Revenue by Segment 2018-2023
  • Table 51: North America VR Hardware Revenue by Segment 2018-2023
  • Table 52: North America VR Device Revenue by Segment 2018-2023
  • Table 53: North America VR GTD Revenue by Segment 2018-2023
  • Table 54: North America VR Hardware Component Revenue by Segment 2018-2023
  • Table 55: North America VR Sensor Revenue by Type 2018-2023
  • Table 56: North America VR Semiconductor Component Revenue by Type 2018-2023
  • Table 57: North America VR Display Revenue by Type 2018-2023
  • Table 58: North America VR Software Revenue by Segment 2018-2023
  • Table 59: North America VR Software Application Revenue by Deployment Type 2018-2023
  • Table 60: North America VR Software Component Revenue by Segment 2018-2023
  • Table 61: North America VR Service Revenue by Segment 2018-2023
  • Table 62: North America VR Content Revenue by Segment 2018-2023
  • Table 63: North America VR Revenue by Technology Type 2018-2023
  • Table 64: North America VR Revenue by Device Platform 2018-2023
  • Table 65: North America VR Revenue by Vertical Application Sector 2018-2023
  • Table 66: North America VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 67: North America VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 68: North America VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 69: North America VR Medical Industry Revenue by Application Type 2018-2023
  • Table 70: North America VR Aviation Industry Revenue by Sector 2018-2023
  • Table 71: North America VR Revenue by Country 2018-2023
  • Table 72: APAC VR Revenue by Segment 2018-2023
  • Table 73: APAC VR Hardware Revenue by Segment 2018-2023
  • Table 74: APAC VR Device Revenue by Segment 2018-2023
  • Table 75: APAC VR GTD Revenue by Segment 2018-2023
  • Table 76: APAC VR Hardware Component Revenue by Segment 2018-2023
  • Table 77: APAC VR Sensor Revenue by Type 2018-2023
  • Table 78: APAC VR Semiconductor Component Revenue by Type 2018-2023
  • Table 79: APAC VR Display Revenue by Type 2018-2023
  • Table 80: APAC VR Software Revenue by Segment 2018-2023
  • Table 81: APAC VR Software Application Revenue by Deployment Type 2018-2023
  • Table 82: APAC VR Software Component Revenue by Segment 2018-2023
  • Table 83: APAC VR Service Revenue by Segment 2018-2023
  • Table 84: APAC VR Content Revenue by Segment 2018-2023
  • Table 85: APAC VR Revenue by Technology Type 2018-2023
  • Table 86: APAC VR Revenue by Device Platform 2018-2023
  • Table 87: APAC VR Revenue by Vertical Application Sector 2018-2023
  • Table 88: APAC VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 89: APAC VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 90: APAC VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 91: APAC VR Medical Industry Revenue by Application Type 2018-2023
  • Table 92: APAC VR Aviation Industry Revenue by Sector 2018-2023
  • Table 93: APAC VR Revenue by Country 2018-2023
  • Table 94: Europe VR Revenue by Segment 2018-2023
  • Table 95: Europe VR Hardware Revenue by Segment 2018-2023
  • Table 96: Europe VR Device Revenue by Segment 2018-2023
  • Table 97: Europe VR GTD Revenue by Segment 2018-2023
  • Table 98: Europe VR Hardware Component Revenue by Segment 2018-2023
  • Table 99: Europe VR Sensor Revenue by Type 2018-2023
  • Table 100: Europe VR Semiconductor Component Revenue by Type 2018-2023
  • Table 101: Europe VR Display Revenue by Type 2018-2023
  • Table 102: Europe VR Software Revenue by Segment 2018-2023
  • Table 103: Europe VR Software Application Revenue by Deployment Type 2018-2023
  • Table 104: Europe VR Software Component Revenue by Segment 2018-2023
  • Table 105: Europe VR Service Revenue by Segment 2018-2023
  • Table 106: Europe VR Content Revenue by Segment 2018-2023
  • Table 107: Europe VR Revenue by Technology Type 2018-2023
  • Table 108: Europe VR Revenue by Device Platform 2018-2023
  • Table 109: Europe VR Revenue by Vertical Application Sector 2018-2023
  • Table 110: Europe VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 111: Europe VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 112: Europe VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 113: Europe VR Medical Industry Revenue by Application Type 2018-2023
  • Table 114: Europe VR Aviation Industry Revenue by Sector 2018-2023
  • Table 115: Europe VR Revenue by Country 2018-2023
  • Table 116: Latin America VR Revenue by Segment 2018-2023
  • Table 117: Latin America VR Hardware Revenue by Segment 2018-2023
  • Table 118: Latin America VR Device Revenue by Segment 2018-2023
  • Table 119: Latin America VR GTD Revenue by Segment 2018-2023
  • Table 120: Latin America VR Hardware Component Revenue by Segment 2018-2023
  • Table 121: Latin America VR Sensor Revenue by Type 2018-2023
  • Table 122: Latin America VR Semiconductor Component Revenue by Type 2018-2023
  • Table 123: Latin America VR Display Revenue by Type 2018-2023
  • Table 124: Latin America VR Software Revenue by Segment 2018-2023
  • Table 125: Latin America VR Software Application Revenue by Deployment Type 2018-2023
  • Table 126: Latin America VR Software Component Revenue by Segment 2018-2023
  • Table 127: Latin America VR Service Revenue by Segment 2018-2023
  • Table 128: Latin America VR Content Revenue by Segment 2018-2023
  • Table 129: Latin America VR Revenue by Technology Type 2018-2023
  • Table 130: Latin America VR Revenue by Device Platform 2018-2023
  • Table 131: Latin America VR Revenue by Vertical Application Sector 2018-2023
  • Table 132: Latin America VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 133: Latin America VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 134: Latin America VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 135: Latin America VR Medical Industry Revenue by Application Type 2018-2023
  • Table 136: Latin America VR Aviation Industry Revenue by Sector 2018-2023
  • Table 137: Latin America VR Revenue by Country 2018-2023
  • Table 138: MEA VR Revenue by Segment 2018-2023
  • Table 139: MEA VR Hardware Revenue by Segment 2018-2023
  • Table 140: MEA VR Device Revenue by Segment 2018-2023
  • Table 141: MEA VR GTD Revenue by Segment 2018-2023
  • Table 142: MEA VR Hardware Component Revenue by Segment 2018-2023
  • Table 143: MEA VR Sensor Revenue by Type 2018-2023
  • Table 144: MEA VR Semiconductor Component Revenue by Type 2018-2023
  • Table 145: MEA VR Display Revenue by Type 2018-2023
  • Table 146: MEA VR Software Revenue by Segment 2018-2023
  • Table 147: MEA VR Software Application Revenue by Deployment Type 2018-2023
  • Table 148: MEA VR Software Component Revenue by Segment 2018-2023
  • Table 149: MEA VR Service Revenue by Segment 2018-2023
  • Table 150: MEA VR Content Revenue by Segment 2018-2023
  • Table 151: MEA VR Revenue by Technology Type 2018-2023
  • Table 152: MEA VR Revenue by Device Platform 2018-2023
  • Table 153: MEA VR Revenue by Vertical Application Sector 2018-2023
  • Table 154: MEA VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 155: MEA VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 156: MEA VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 157: MEA VR Medical Industry Revenue by Application Type 2018-2023
  • Table 158: MEA VR Aviation Industry Revenue by Sector 2018-2023
  • Table 159: MEA VR Revenue by Country 2018-2023
  • Table 160: USA VR Revenue by Segment 2018-2023
  • Table 161: USA VR Hardware Revenue by Segment 2018-2023
  • Table 162: USA VR Device Revenue by Segment 2018-2023
  • Table 163: USA VR Hardware Component Revenue by Segment 2018-2023
  • Table 164: USA VR Software Revenue by Segment 2018-2023
  • Table 165: USA VR Revenue by Technology Type 2018-2023
  • Table 166: USA VR Revenue by Device Platform 2018-2023
  • Table 167: USA VR Revenue by Vertical Application Sector 2018-2023
  • Table 168: USA VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 169: USA VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 170: USA VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 171: USA VR Aviation Industry Revenue by Sector 2018-2023
  • Table 172: Canada VR Revenue by Segment 2018-2023
  • Table 173: Canada VR Hardware Revenue by Segment 2018-2023
  • Table 174: Canada VR Device Revenue by Segment 2018-2023
  • Table 175: Canada VR Hardware Component Revenue by Segment 2018-2023
  • Table 176: Canada VR Software Revenue by Segment 2018-2023
  • Table 177: Canada VR Revenue by Technology Type 2018-2023
  • Table 178: Canada VR Revenue by Device Platform 2018-2023
  • Table 179: Canada VR Revenue by Vertical Application Sector 2018-2023
  • Table 180: Canada VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 181: Canada VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 182: Canada VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 183: Canada VR Aviation Industry Revenue by Sector 2018-2023
  • Table 184: UK VR Revenue by Segment 2018-2023
  • Table 185: UK VR Hardware Revenue by Segment 2018-2023
  • Table 186: UK VR Device Revenue by Segment 2018-2023
  • Table 187: UK VR Hardware Component Revenue by Segment 2018-2023
  • Table 188: UK VR Software Revenue by Segment 2018-2023
  • Table 189: UK VR Revenue by Technology Type 2018-2023
  • Table 190: UK VR Revenue by Device Platform 2018-2023
  • Table 191: UK VR Revenue by Vertical Application Sector 2018-2023
  • Table 192: UK VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 193: UK VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 194: UK VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 195: UK VR Aviation Industry Revenue by Sector 2018-2023
  • Table 196: Germany VR Revenue by Segment 2018-2023
  • Table 197: Germany VR Hardware Revenue by Segment 2018-2023
  • Table 198: Germany VR Device Revenue by Segment 2018-2023
  • Table 199: Germany VR Hardware Component Revenue by Segment 2018-2023
  • Table 200: Germany VR Software Revenue by Segment 2018-2023
  • Table 201: Germany VR Revenue by Technology Type 2018-2023
  • Table 202: Germany VR Revenue by Device Platform 2018-2023
  • Table 203: Germany VR Revenue by Vertical Application Sector 2018-2023
  • Table 204: Germany VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 205: Germany VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 206: Germany VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 207: Germany VR Aviation Industry Revenue by Sector 2018-2023
  • Table 208: China VR Revenue by Segment 2018-2023
  • Table 209: China VR Hardware Revenue by Segment 2018-2023
  • Table 210: China VR Device Revenue by Segment 2018-2023
  • Table 211: China VR Hardware Component Revenue by Segment 2018-2023
  • Table 212: China VR Software Revenue by Segment 2018-2023
  • Table 213: China VR Revenue by Technology Type 2018-2023
  • Table 214: China VR Revenue by Device Platform 2018-2023
  • Table 215: China VR Revenue by Vertical Application Sector 2018-2023
  • Table 216: China VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 217: China VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 218: China VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 219: China VR Aviation Industry Revenue by Sector 2018-2023
  • Table 220: Japan VR Revenue by Segment 2018-2023
  • Table 221: Japan VR Hardware Revenue by Segment 2018-2023
  • Table 222: Japan VR Device Revenue by Segment 2018-2023
  • Table 223: Japan VR Hardware Component Revenue by Segment 2018-2023
  • Table 224: Japan VR Software Revenue by Segment 2018-2023
  • Table 225: Japan VR Revenue by Technology Type 2018-2023
  • Table 226: Japan VR Revenue by Device Platform 2018-2023
  • Table 227: Japan VR Revenue by Vertical Application Sector 2018-2023
  • Table 228: Japan VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 229: Japan VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 230: Japan VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 231: Japan VR Aviation Industry Revenue by Sector 2018-2023
  • Table 232: France VR Revenue by Segment 2018-2023
  • Table 233: France VR Hardware Revenue by Segment 2018-2023
  • Table 234: France VR Device Revenue by Segment 2018-2023
  • Table 235: France VR Hardware Component Revenue by Segment 2018-2023
  • Table 236: France VR Software Revenue by Segment 2018-2023
  • Table 237: France VR Revenue by Technology Type 2018-2023
  • Table 238: France VR Revenue by Device Platform 2018-2023
  • Table 239: France VR Revenue by Vertical Application Sector 2018-2023
  • Table 240: France VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 241: France VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 242: France VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 243: France VR Aviation Industry Revenue by Sector 2018-2023
  • Table 244: South Korea VR Revenue by Segment 2018-2023
  • Table 245: South Korea VR Hardware Revenue by Segment 2018-2023
  • Table 246: South Korea VR Device Revenue by Segment 2018-2023
  • Table 247: South Korea VR Hardware Component Revenue by Segment 2018-2023
  • Table 248: South Korea VR Software Revenue by Segment 2018-2023
  • Table 249: South Korea VR Revenue by Technology Type 2018-2023
  • Table 250: South Korea VR Revenue by Device Platform 2018-2023
  • Table 251: South Korea VR Revenue by Vertical Application Sector 2018-2023
  • Table 252: South Korea VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 253: South Korea VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 254: South Korea VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 255: South Korea VR Aviation Industry Revenue by Sector 2018-2023
  • Table 256: Sweden VR Revenue by Segment 2018-2023
  • Table 257: Sweden VR Hardware Revenue by Segment 2018-2023
  • Table 258: Sweden VR Device Revenue by Segment 2018-2023
  • Table 259: Sweden VR Hardware Component Revenue by Segment 2018-2023
  • Table 260: Sweden VR Software Revenue by Segment 2018-2023
  • Table 261: Sweden VR Revenue by Technology Type 2018-2023
  • Table 262: Sweden VR Revenue by Device Platform 2018-2023
  • Table 263: Sweden VR Revenue by Vertical Application Sector 2018-2023
  • Table 264: Sweden VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 265: Sweden VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 266: Sweden VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 267: Sweden VR Aviation Industry Revenue by Sector 2018-2023
  • Table 268: India VR Revenue by Segment 2018-2023
  • Table 269: India VR Hardware Revenue by Segment 2018-2023
  • Table 270: India VR Device Revenue by Segment 2018-2023
  • Table 271: India VR Hardware Component Revenue by Segment 2018-2023
  • Table 272: India VR Software Revenue by Segment 2018-2023
  • Table 273: India VR Revenue by Technology Type 2018-2023
  • Table 274: India VR Revenue by Device Platform 2018-2023
  • Table 275: India VR Revenue by Vertical Application Sector 2018-2023
  • Table 276: India VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 277: India VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 278: India VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 279: India VR Aviation Industry Revenue by Sector 2018-2023
  • Table 280: Global MEC Enabled VR Revenue by Segment 2018-2023
  • Table 281: Global MEC Enabled VR Infrastructure Revenue by Segment 2018-2023
  • Table 282: Global MEC Enabled VR Server Revenue by Segment 2018-2023
  • Table 283: Global MEC Enabled VR Hardware Revenue by Segment 2018-2023
  • Table 284: Global MEC Enabled VR Device Revenue by Segment 2018-2023
  • Table 285: Global MEC Enabled VR GTD Revenue by Segment 2018-2023
  • Table 286: Global MEC Enabled VR Hardware Component Revenue by Segment 2018-2023
  • Table 287: Global MEC Enabled VR Sensor Revenue by Type 2018-2023
  • Table 288: Global MEC Enabled VR Semiconductor Component Revenue by Type 2018-2023
  • Table 289: Global MEC Enabled VR Display Revenue by Type 2018-2023
  • Table 290: Global MEC Enabled VR Software Revenue by Segment 2018-2023
  • Table 291: Global MEC Enabled VR Software Application Revenue by Deployment 2018-2023
  • Table 292: Global MEC Enabled VR Platform Revenue by Segment 2018-2023
  • Table 293: Global MEC Enabled VR Software Component Revenue by Segment 2018-2023
  • Table 294: Global MEC Enabled VR Service Revenue by Segment 2018-2023
  • Table 295: Global MEC Enabled VR Content Revenue by Segment 2018-2023
  • Table 296: Global MEC Enabled VR Revenue by Technology Type 2018-2023
  • Table 297: Global MEC Enabled VR Revenue by Device Platform 2018-2023
  • Table 298: Global MEC Enabled VR Revenue by Vertical Application Sector 2018-2023
  • Table 299: Global MEC Enabled VR Consumer Application Revenue by Industry Vertical 2018-2023
  • Table 300: Global MEC Enabled VR Enterprise/Commercial Application Revenue by Industry Vertical 2018-2023
  • Table 301: Global MEC Enabled VR Industrial Application Revenue by Industry Vertical 2018-2023
  • Table 302: Global MEC Enabled VR Medical Industry Revenue by Application Type 2018-2023
  • Table 303: Global MEC Enabled VR Aviation Industry Revenue by Sector 2018-2023
  • Table 304: MEC Enabled VR Revenue by Region 2018-2023
  • Table 305: North America MEC Enabled VR Revenue by Country 2018-2023
  • Table 306: APAC MEC Enabled VR Revenue by Country 2018-2023
  • Table 307: Europe MEC Enabled VR Revenue by Country 2018-2023
  • Table 308: ROW MEC Enabled VR Revenue by Country 2018-2023
  • Table 309: Global Enterprise Hosted VR Revenue by Segment 2018-2023
  • Table 310: Global Enterprise Hosted VR Infrastructure Revenue by Segment 2018-2023
  • Table 311: Global Enterprise Hosted VR Software Revenue by Segment 2018-2023
  • Table 312: Global Enterprise Hosted VR Software Component Revenue by Type 2018-2023
  • Table 313: Global Enterprise Hosted VR Platform Solution Revenue by Type 2018-2023
  • Table 314: Global Enterprise Hosted VR Content Solution Revenue by Type 2018-2023
  • Table 315: Global Enterprise Hosted VR Service Revenue by Segment 2018-2023
  • Table 316: Global Enterprise Hosted VR Revenue by Technology Type 2018-2023
  • Table 317: Global Enterprise Hosted VR Revenue by Device Platform 2018-2023
  • Table 318: Global Enterprise Hosted VR Revenue by Vertical Application Sector 2018-2023
  • Table 319: Global Enterprise Hosted VR Solution Revenue by Consumer Application Industry 2018-2023
  • Table 320: Global Enterprise Hosted VR Solution Revenue by Enterprise/Commercial Application Industry 2018-2023
  • Table 321: Global Enterprise Hosted VR Solution Revenue by Industrial Application Vertical 2018-2023
  • Table 322: Global Enterprise Hosted VR Solution Revenue by Medical Application Type 2018-2023
  • Table 323: Global Enterprise Hosted VR Solution Revenue by Aviation Industry Segment 2018-2023
  • Table 324: Enterprise Hosted VR Revenue by Region 2018-2023
  • Table 325: North America Enterprise Hosted VR Revenue by Country 2018-2023
  • Table 326: APAC Enterprise Hosted VR Revenue by Country 2018-2023
  • Table 327: Europe Enterprise Hosted VR Revenue by Country 2018-2023
  • Table 328: Latin America Enterprise Hosted VR Revenue by Country 2018-2023
  • Table 329: MEA Enterprise Hosted VR Revenue by Country 2018-2023
  • Table 330: Global Cloud Based Enterprise VR Revenue by Segment 2018-2023
  • Table 331: Global Cloud Based Enterprise VR Infrastructure Revenue by Segment 2018-2023
  • Table 332: Global Cloud Based Enterprise VR Software Revenue by Segment 2018-2023
  • Table 333: Global Cloud Based Enterprise VR Software Component Revenue by Type 2018-2023
  • Table 334: Global Cloud Based Enterprise VR Platform Solution Revenue by Type 2018-2023
  • Table 335: Global Cloud Based Enterprise VR Content Solution Revenue by Type 2018-2023
  • Table 336: Global Cloud Based Enterprise VR Service Revenue by Segment 2018-2023
  • Table 337: Global Cloud Based Enterprise VR Revenue by Cloud Type 2018-2023
  • Table 338: Global Cloud Based Enterprise VR Revenue by Technology Type 2018-2023
  • Table 339: Global Cloud Based Enterprise VR Revenue by Device Platform 2018-2023
  • Table 340: Global Cloud Based Enterprise VR Revenue by Vertical Application Sector 2018-2023
  • Table 341: Global Cloud Based Enterprise VR Solution Revenue by Consumer Application Industry 2018-2023
  • Table 342: Global Cloud Based Enterprise VR Solution Revenue by Enterprise/Commercial Application Industry 2018-2023
  • Table 343: Global Cloud Based Enterprise VR Solution Revenue by Industrial Application Vertical 2018-2023
  • Table 344: Global Cloud Based Enterprise VR Solution Revenue by Medical Application Type 2018-2023
  • Table 345: Global Cloud Based Enterprise VR Solution Revenue by Aviation Industry Segment 2018-2023
  • Table 346: Cloud Based Enterprise VR Revenue by Region 2018-2023
  • Table 347: North America Cloud Based Enterprise VR Revenue by Country 2018-2023
  • Table 348: APAC Cloud Based Enterprise VR Revenue by Country 2018-2023
  • Table 349: Europe Cloud Based Enterprise VR Revenue by Country 2018-2023
  • Table 350: Latin America Cloud Based Enterprise VR Revenue by Country 2018-2023
  • Table 351: MEA Cloud Based Enterprise VR Revenue by Country 2018-2023
  • Table 352: Global VR Shipment by Segment 2018-2023
  • Table 353: Global VR Device Shipment by Segment 2018-2023
  • Table 354: Global VR GTD Shipment by Segment 2018-2023
  • Table 355: Global VR Component Shipment by Segment 2018-2023
  • Table 356: Global VR Hardware Component Shipment by Segment 2018-2023
  • Table 357: Global VR Sensor Shipment by Type 2018-2023
  • Table 358: Global VR Semiconductor Component Shipment by Type 2018-2023
  • Table 359: Global VR Display Shipment by Segment 2018-2023
  • Table 360: Global VR Software Component Shipment by Segment 2018-2023
  • Table 361: Global VR Apps Shipment by Type 2018-2023
  • Table 362: Global VR Shipment by Device Platform 2018-2023
  • Table 363: Global VR Shipment by Vertical Application Sector 2018-2023
  • Table 364: Global VR Shipment by Consumer Industry Vertical 2018-2023
  • Table 365: Global VR Shipment by Enterprise/Commercial Industry Vertical 2018-2023
  • Table 366: Global VR Shipment by Industrial Application Vertical 2018-2023
  • Table 367: Global VR Shipment by Medical Application Type 2018-2023
  • Table 368: Global VR Shipment by Aviation Industry Vertical 2018-2023
  • Table 369: VR Shipment by Region 2018-2023
  • Table 370: North America VR Shipment by Country 2018-2023
  • Table 371: APAC VR Shipment by Country 2018-2023
  • Table 372: Europe VR Shipment by Country 2018-2023
  • Table 373: Latin America VR Shipment by Country 2018-2023
  • Table 374: MEA VR Shipment by Country 2018-2023
  • Table 375: Global VR Active User by Segment 2018-2023
  • Table 376: Global VR Active User by Device Type 2018-2023
  • Table 377: Global VR Active User by GTD Type 2018-2023
  • Table 378: Global VR Apps Active User by Type 2018-2023
  • Table 379: Global VR Active User by Technology Type 2018-2023
  • Table 380: Global VR Active User by Device Platform 2018-2023
  • Table 381: Global VR Active User by Vertical Application Sector 2018-2023
  • Table 382: Global VR Active User by Consumer Industry Vertical 2018-2023
  • Table 383: Global VR Active User by Enterprise/Commercial Industry Vertical 2018-2023
  • Table 384: Global VR Active User by Industrial Application Vertical 2018-2023
  • Table 385: Global VR Active User by Medical Application Type 2018-2023
  • Table 386: Global VR Shipment by Aviation Industry Vertical 2018-2023
  • Table 387: VR Active User by Region 2018-2023
  • Table 388: North America VR Active User by Country 2018-2023
  • Table 389: APAC VR Active User by Country 2018-2023
  • Table 390: Europe VR Active User by Country 2018-2023
  • Table 391: Latin America VR Active User by Country 2018-2023
  • Table 392: MEA VR Active User by Country 2018-2023
  • Table 393: VR 5G Ecosystem Manufacturer

Artificial Intelligence in Information and Communications Technology: AI and Cognitive Computing in Communications, Applications, Content, and Commerce 2018-2023

1. Introduction

  • 1.1. Research Background
  • 1.2. Research Scope
  • 1.3. Organizations in Report

2. Executive Summary

3. Artificial Intelligence

  • 3.1. Overview
  • 3.2. Market Definitions
    • 3.2.1. Client
    • 3.2.2. Intelligent Software Agent
    • 3.2.3. Problem Solving
  • 3.3. Practical Approaches to AI
  • 3.4. Machine Learning
    • 3.4.1. Supervised Learning
    • 3.4.2. Unsupervised Learning
    • 3.4.3. Semi-supervised Learning
    • 3.4.4. Reinforcement Learning
  • 3.5. Deep Learning
    • 3.5.1. Artificial Neural Networks
  • 3.6. Cognitive Computing
  • 3.7. AI Algorithms in Applications
    • 3.7.1. Natural Language Processing
    • 3.7.2. Machine Perception
    • 3.7.3. Data Mining
    • 3.7.4. Motion and Manipulation
  • 3.8. Limitations and Challenges for AI Expansion
  • 3.9. Artificial Intelligence Opportunities and Drivers
  • 3.10. Artificial Intelligence and Digital Security

4. Intellectual Property Leadership by Country and Company

  • 4.1. Global AI Patents
  • 4.2. AI Patents by Leading Countries
  • 4.3. Global Machine Learning Patents
  • 4.4. Machine Learning Patents by Leading Countries
  • 4.5. Machine Learning Patents by Leading Companies
  • 4.6. Global Deep Learning Patents
  • 4.7. Deep Learning Patents by Leading Countries
  • 4.8. Global Cognitive Computing Patents
  • 4.9. Cognitive Computing Patents by Leading Countries
  • 4.10. AI and Cognitive Computing Innovation Leadership

5. Global Market for Artificial Intelligence

  • 5.1. Global Markets for AI 2018-2023
  • 5.2. Global Market for AI by Segment 2018-2023
  • 5.3. Regional Markets for AI 2018-2023
  • 5.4. AI Market by Key Application 2018-2023
    • 5.4.1. AI Markets for Predictive Analysis and Forecast 2018-2023
    • 5.4.2. AI Market for Marketing and Business Decision Making 2018-2023
    • 5.4.3. AI Market for Fraud Detection and Classification 2018-2023
    • 5.4.4. AI Market for Workplace Automation 2018-2023

6. AI in Select Industry Verticals

  • 6.1. Market for AI by Key Industry Vertical 2018-2023
    • 6.1.1. AI Market for Internet-related Services and Products 2018-2023
    • 6.1.2. AI Market for Telecommunications 2018-2023
    • 6.1.3. AI Market for Medical and Bio-Informatics 2018-2023
    • 6.1.4. AI Market for Financial Services 2018-2023
    • 6.1.5. AI Market for Manufacturing and Heavy Industry 2018-2023
  • 6.2. AI in other Industry Verticals

7. AI in Major Market Segments

  • 7.1. AI Market by Product Segment 2018-2023
  • 7.2. Market for Embedded AI within other Technologies 2018-2023
    • 7.2.1. AI Algorithms in Data Mining 2018-2023
    • 7.2.2. AI in Machine Perception Technology in 2018-2023
    • 7.2.3. Market for AI Algorithms in Pattern Recognition Technology 2018-2023
    • 7.2.4. Market for AI Algorithm in Intelligent Decision Support Systems Technology 2018-2023
    • 7.2.5. Market for AI Algorithms in Natural Language Processing Technology 2018-2023

8. Important Corporate AI M&A

  • 8.1. Apple Inc.
  • 8.2. Facebook
  • 8.3. Google
  • 8.4. IBM
  • 8.5. Microsoft

9. Company Analysis

  • 9.1. IBM Corporation
  • 9.2. Intel Corporation
  • 9.3. Microsoft Corporation
  • 9.4. Google Inc.
  • 9.5. Baidu Inc.
  • 9.6. H2O.ai
  • 9.7. Hewlett Packard Enterprise
  • 9.8. Apple Inc.
  • 9.9. General Electric
  • 9.10. LG Electronics
  • 9.11. Digital Reasoning Systems Inc.
  • 9.12. SparkCognition Inc.
  • 9.13. Nuance Communications Inc.
  • 9.14. InteliWISE
  • 9.15. Facebook Inc.
  • 9.16. Salesforce
  • 9.17. Amazon Inc.
  • 9.18. SK Telecom
  • 9.19. motion.ai
  • 9.20. PointGrab Ltd.
  • 9.21. Tellmeplus
  • 9.22. SAS Institute Inc.
  • 9.23. AIBrian Inc.
  • 9.24. Brighterion Inc.
  • 9.25. General Vision Inc.
  • 9.26. Sentient Technologies Holdings Limited
  • 9.27. CloudMinds
  • 9.28. Tend.ai
  • 9.29. TensorFlow
  • 9.30. Infosys Nia
  • 9.31. Wipro HOLMES
  • 9.32. API.AI
  • 9.33. Premonition
  • 9.34. Rainbird
  • 9.35. Ayasdi
  • 9.36. MindMeld
  • 9.37. Vital AI
  • 9.38. KAI
  • 9.39. Receptiviti
  • 9.40. Meya
  • 9.41. DigitalGenius
  • 9.42. GoodAI
  • 9.43. Vicarious
  • 9.44. Agent.ai
  • 9.45. X.ai
  • 9.46. Zebra Medical Vision Inc.
  • 9.47. Fair Isaac Corporation
  • 9.48. Bigml Inc.
  • 9.49. AT&T Speech API
  • 9.50. Wit.ai
  • 9.51. Diffbot
  • 9.52. PredictionIO

10. Important AI Patents

Figures

  • Figure 1: Overall Artificial Intelligence Functionality
  • Figure 2: Machine Learning vs. Deep Learning
  • Figure 3: Artificial Intelligence support of IoT Security
  • Figure 4: AI Patents
  • Figure 5: AI Patents by Country
  • Figure 6: Machine Learning Patents
  • Figure 7: Machine Learning Patents by Country
  • Figure 8: Machine Learning Patents by Owner
  • Figure 9: Deep Learning Patents
  • Figure 10: Deep Learning Patents by Country
  • Figure 11: Cognitive Computing Patents
  • Figure 12: Cognitive Computing Patents by Country
  • Figure 13: Artificial Intelligence Market 2018-2023
  • Figure 14: Artificial Intelligence by Sub-category 2018-2023
  • Figure 15: Regional Markets for Artificial Intelligence 2018-2023
  • Figure 16: Artificial Intelligence Market by Application 2018-2023
  • Figure 17: Artificial Intelligence Market for Predictive Analysis 2018-2023
  • Figure 18: AI Market for Marketing and Business Decision Making 2018-2023
  • Figure 19: AI Market for Fraud Detection and Classification 2018-2023
  • Figure 20: Artificial Intelligence Market for Workplace Automation 2018-2023
  • Figure 21: Artificial Intelligence Market by Industry Vertical 2018-2023
  • Figure 22: AI Market for Internet Services and Products 2018-2023
  • Figure 23: Artificial Intelligence Market for Telecommunications 2018-2023
  • Figure 24: Artificial Intelligence Market for Medical and Bioinformatics 2018-2023
  • Figure 25: Artificial Intelligence Market for Financial Services 2018-2023
  • Figure 26: AI Market for Manufacturing and Heavy Industry 2018-2023
  • Figure 27: AI Market by Product Segment 2018-2023
  • Figure 28: Markets for Artificial Intelligence by Segment 2018-2023
  • Figure 29: Market for AI Algorithms in Data Mining 2018-2023
  • Figure 30: Market for AI Algorithms in Machine Perception Technology 2018-2023
  • Figure 31: Market for AI Algorithms in Pattern Recognition Technology 2018-2023
  • Figure 32: Market for AI Algorithms in Intelligent Decision Support Systems Technology 2018-2023
  • Figure 33: Market for AI Algorithms in Natural Language Processing Technology 2018-2023

Tables

  • Table 1: Artificial Intelligence Market 2018-2023
  • Table 2: Artificial Intelligence by Sub-category 2018-2023
  • Table 3: Regional Markets for Artificial Intelligence 2018-2023
  • Table 4: Artificial Intelligence Market by Application 2018-2023
  • Table 5: Artificial Intelligence Market for Predictive Analysis and Forecast 2018-2023
  • Table 6: AI Markets for Marketing and Business Decision Making 2018-2023
  • Table 7: Artificial Intelligence Market for Fraud Detection and Classification 2018-2023
  • Table 8: Artificial Intelligence Market for Workplace Automation 2018-2023
  • Table 9: Artificial Intelligence Market by Industry Vertical 2018-2023
  • Table 10: Artificial Intelligence Market for the Internet Services and Products 2018-2023
  • Table 11: Market for AI in the Internet Services and Products by Application 2018-2023
  • Table 12: Regional Market for AI in Internet Services and Products by Application 2018-2023
  • Table 13: Artificial Intelligence Market for Telecommunications 2018-2023
  • Table 14: Market for AI in Telecommunications by Application 2018-2023
  • Table 15: Regional Market for AI in Telecommunications by Application 2018-2023
  • Table 16: Artificial Intelligence Market for Medical and Bioinformatics 2018-2023
  • Table 17: Market for AI in Medical and Bioinformatics by Application 2018-2023
  • Table 18: Regional Markets for AI in Medical and Bioinformatics by Application 2018-2023
  • Table 19: Artificial Intelligence Market for Financial Services 2018-2023
  • Table 20: Markets for AI in Financial Services by Application 2018-2023
  • Table 21: Regional Market for AI in Financial Services by Application 2018-2023
  • Table 22: Artificial Intelligence Market for Manufacturing and Heavy Industry 2018-2023
  • Table 23: Market for AI in Manufacturing and Heavy Industry by Application 2018-2023
  • Table 24: Regional Market for AI in Manufacturing and Heavy Industry by Application 2018-2023
  • Table 25: AI Market Product Segment 2018-2023
  • Table 26: Markets for AI Algorithms in Select Technologies 2018-2023
  • Table 27: Market for AI Algorithms in Data Mining Technology 2018-2023
  • Table 28: Market for AI Algorithms in Machine Perception Technology 2018-2023
  • Table 29: Market for AI Algorithms in Pattern Recognition Technology 2018-2023
  • Table 30: Market for AI Algorithms in Intelligent Decision Support Systems Technology 2018-2023
  • Table 31: Market for AI Algorithms in Natural Language Processing Technology 2018-2023
  • Table 32: Apple Artificial Intelligence Acquisitions
  • Table 33: Facebook Artificial Intelligence Acquisitions
  • Table 34: Google Artificial Intelligence Acquisitions
  • Table 35: IBM Artificial Intelligence Acquisitions
  • Table 36: Microsoft Artificial Intelligence Acquisitions
  • Table 37: Intel NAMD System
  • Table 38: Key AI Patents

Artificial General Intelligence (AGI) Market: General Purpose Artificial Intelligence, AI Agent Platforms, and Software 2018-2023

1. Executive Summary

2. Introduction

  • 2.1. Artificial General Intelligence (AGI)
  • 2.2. General Purpose Intelligence APIs
  • 2.3. Strong AI and Human Level Intelligence
  • 2.4. Emotion AI Agents
    • 2.4.1. Facial Detection APIs
    • 2.4.2. Text Recognition APIs
    • 2.4.3. Speech Recognition APIs
  • 2.5. Machine Learning and Predictive Intelligence
  • 2.6. Ethical and Technical Consideration
  • 2.7. Market Opportunities and Challenges

3. Technology and Application Analysis

  • 3.1. Cognitive Computing and Swarm Intelligence
  • 3.2. Machine Learning and Intelligence
    • 3.2.1. Deep Learning
    • 3.2.2. Supervised and Unsupervised Learning
    • 3.2.3. Reinforcement Learning
  • 3.3. Human Level AGI Tools
  • 3.4. Simulation Human Brain
  • 3.5. Human Factor Considerations
  • 3.6. Machine Intelligence for Business Innovation
    • 3.6.1. Applying Machine Learning
  • 3.7. Enterprise Benefits
    • 3.7.1. Virtual Assistant
    • 3.7.2. Hardware Optimization
    • 3.7.3. Enterprise Decision Support System
    • 3.7.4. Biometric Solution
    • 3.7.5. Factory Automation
    • 3.7.6. Predictive Analytics and Pattern Recognition
    • 3.7.7. Productivity Gain
      • 3.7.7.1. Economic Transaction
      • 3.7.7.2. Smart Machine
      • 3.7.7.3. Business Analytics Software
      • 3.7.7.4. Self Service Visual Discovery
      • 3.7.7.5. Building Security System
      • 3.7.7.6. Business Content and Robo-Boss
  • 3.8. AI Patent and Regulatory Framework
  • 3.9. Conversational Interface: Human + AI
  • 3.10. Edge Computing and 5G Network
  • 3.11. Smart Machine and Virtual Twinning
  • 3.12. Building Automation and Smart Workplace
  • 3.13. Artificial Intelligence and Machine Learning as a Service
  • 3.14. Enterprise Adoption and External Investment
  • 3.15. General Purpose Applications
    • 3.15.1. Predictive 3D Design
    • 3.15.2. Transforming Customer Service
    • 3.15.3. Data Security
    • 3.15.4. Personal Security
    • 3.15.5. Financial Trading
    • 3.15.6. Healthcare
    • 3.15.7. Marketing Personalization
    • 3.15.8. Fraud Detection
    • 3.15.9. Recommendations
    • 3.15.10. Smart Cars
    • 3.15.11. Online Search
  • 3.16. General Purpose Machine Intelligence Ecosystem Analysis
    • 3.16.1. Technology Stack
    • 3.16.2. Application Stack

4. General Purpose AI Market Analysis and Forecasts

  • 4.1. General AI Market Forecasts 2018-2023
    • 4.1.1. Global General AI Market
    • 4.1.2. General AI Market by Segment
    • 4.1.3. General AI Market by Hardware Type
      • 4.1.3.1. General AI Market by Embedded Device
        • 4.1.3.1.1. General AI Market by Embedded Non-IoT Device
        • 4.1.3.1.2. General AI Market by Embedded IoT Device
        • 4.1.3.1.3. General AI Market by Embedded Wearable Device
        • 4.1.3.1.4. General AI Market by Embedded Healthcare Device
        • 4.1.3.1.5. General AI Market by Embedded Appliances
        • 4.1.3.1.6. General AI Market by Embedded Industrial Machine
        • 4.1.3.1.7. General AI Market by Embedded Entertainment Device
        • 4.1.3.1.8. General AI Market by Embedded Security Device
        • 4.1.3.1.9. General AI Market by Embedded Network Device
        • 4.1.3.1.10. General AI Market by Embedded Vehicle Device
        • 4.1.3.1.11. General AI Market by Embedded Smart Grid Device
        • 4.1.3.1.12. General AI Market by Embedded Military Device
        • 4.1.3.1.13. General AI Market by Embedded Energy Management Device
        • 4.1.3.1.14. General AI Market by Embedded Agriculture Specific Device
        • 4.1.3.1.15. General AI Market by Embedded Industrial IoT Device
      • 4.1.3.2. General AI Market by Embedded IoT Things
      • 4.1.3.1. General AI Market by Embedded Components
        • 4.1.3.1.1. General AI Market by Processors
        • 4.1.3.1.2. General AI Chipsets Market by Technology
        • 4.1.3.1.3. General AI Chipsets Market by Machine Learning Technology
    • 4.1.4. General AI Market by Software Segment
      • 4.1.4.1. General AI Application Embedded Software Market by Application Type
      • 4.1.4.2. General AI Application Embedded Software Market by Deployment Type
      • 4.1.4.3. General AI Market by AI Platform
    • 4.1.5. General AI Market by Service Segment
      • 4.1.5.1. General AI Market by Professional Service Segment
    • 4.1.6. General AI Market by AI Technology
      • 4.1.6.1. General AI Market by Machine Learning Technology
    • 4.1.7. General AI Market by System Type
    • 4.1.8. General AI Market by Industry Vertical
      • 4.1.8.1. General AI Market by Healthcare Application
      • 4.1.8.2. General AI Market by Manufacturing Application
      • 4.1.8.3. General AI Market by Consumer Electronics Application
      • 4.1.8.4. General AI Market by Automotive and Transportation Application
      • 4.1.8.5. General AI Market by Retail and Apparel Application
      • 4.1.8.6. General AI Market by Marketing Application
      • 4.1.8.7. General AI Market by FinTech Application
      • 4.1.8.8. General AI Market by Building and Construction Application
      • 4.1.8.9. General AI Market by Agriculture Application
      • 4.1.8.10. General AI Market by Security and Surveillance Application
      • 4.1.8.11. General AI Market by Government and Military Application
      • 4.1.8.12. General AI Market by Human Resource Application
      • 4.1.8.13. General AI Market by Law Application
      • 4.1.8.14. General AI Market by Telecommunication and IT Application
      • 4.1.8.15. General AI Market by Oil, Gas and Mining Application
      • 4.1.8.16. General AI Market by Logistics Application
      • 4.1.8.17. General AI Market by Education Application
    • 4.1.9. General AI Market by AI Sector
    • 4.1.10. General AI Market by Region
      • 4.1.10.1. North America General AI Market by Country
      • 4.1.10.2. Europe General AI Market by Country
      • 4.1.10.3. APAC General AI Market by Country
      • 4.1.10.4. Middle East and Africa General AI Market by Country
      • 4.1.10.5. Latin America General AI Market by Country
  • 4.2. General Purpose AI Agent Market Forecasts 2018-2023
    • 4.2.1. Global General Purpose AI Agent Market
    • 4.2.2. General Purpose AI Agent Market by Segment
      • 4.2.2.1. General Purpose AI Agent Software Market by Delivery Platform
      • 4.2.2.2. General Purpose AI Agent Software Market by Application Type
      • 4.2.2.3. General Purpose AI Agent Platform Market by Platform Type
    • 4.2.3. General Purpose AI Agent Market by AI Technology
      • 4.2.3.1. General Purpose AI Agent Market by Machine Learning Technology
    • 4.2.4. General Purpose AI Agent Market by Deployment
    • 4.2.5. General Purpose AI Agent Market by AI System
    • 4.2.6. General Purpose AI Agent Market by End User Industry
      • 4.2.6.1. General Purpose AI Agent Market by Healthcare Application
      • 4.2.6.2. General Purpose AI Agent Market by Manufacturing Application
      • 4.2.6.3. General Purpose AI Agent Market by Consumer Electronics Application
      • 4.2.6.4. General Purpose AI Agent Market by Automotive and Transportation Application
      • 4.2.6.5. General Purpose AI Agent Market by Retail and Apparel Application
      • 4.2.6.6. General Purpose AI Agent Market by Marketing Application
      • 4.2.6.7. General Purpose AI Agent Market by Banking and FinTech Application
      • 4.2.6.8. General Purpose AI Agent Market by Building and Construction Application
      • 4.2.6.9. General Purpose AI Agent Market by Agriculture Application
      • 4.2.6.10. General Purpose AI Agent Market by Security and Surveillance Application
      • 4.2.6.11. General Purpose AI Agent Market by Government and Military Application
      • 4.2.6.12. General Purpose AI Agent Market by Human Resource Application
      • 4.2.6.13. General Purpose AI Agent Market by Legal Application
      • 4.2.6.14. General Purpose AI Agent Market by Telecommunication and IT Application
      • 4.2.6.15. General Purpose AI Agent Market by Energy and Utilities Application
      • 4.2.6.16. General Purpose AI Agent Market by Logistics Application
      • 4.2.6.17. General Purpose AI Agent Market by Education Application
    • 4.2.7. General Purpose AI Agent Market by AI Sector
    • 4.2.8. Global General Purpose AI Agent Market in Edge Computing
      • 4.2.8.1. General Purpose AI Agent Market in Edge Computing Network by Segment
    • 4.2.9. Global General Purpose AI Agent Market in 5G Network
      • 4.2.9.1. General Purpose AI Agent Market in 5G Network by Segment
    • 4.2.10. Global General Purpose AI Agent Market in Blockchain
      • 4.2.10.1. General Purpose AI Agent Market in Blockchain by Segment
    • 4.2.11. General Purpose AI Agent Market by Region
      • 4.2.11.1. North America General Purpose AI Agent Market by Country
      • 4.2.11.2. Europe General Purpose AI Agent Market by Country
      • 4.2.11.3. APAC General Purpose AI Agent Market by Country
      • 4.2.11.4. Middle East and Africa General Purpose AI Agent Market by Country
      • 4.2.11.5. Latin America General Purpose AI Agent Market by Country
    • 4.2.12. General Purpose AI Agent Market by Top Ten Country
  • 4.3. AI Embedded IoT Device Deployment Forecasts 2018-2023
    • 4.3.1. Total AI Embedded IoT Device Deployment
    • 4.3.2. AI Embedded IoT Device by IoT Sector
      • 4.3.2.1. AI Embedded Consumer IoT Device Deployment by Device Type
      • 4.3.2.2. AI Embedded Enterprise IoT Device Deployment by Device Type
      • 4.3.2.3. AI Embedded Industrial IoT Device Deployment by Device Type
      • 4.3.2.4. AI Embedded Government IoT Device Deployment by Device Type
    • 4.3.3. AI Embedded IoT Device Deployment by AI Technology
    • 4.3.4. AI Embedded IoT Device Deployment by End User Industry
    • 4.3.5. AI Embedded IoT Device Deployment by Region
      • 4.3.5.1. North America AI Embedded IoT Device Deployment by Country
      • 4.3.5.2. Europe AI Embedded IoT Device Deployment by Country
      • 4.3.5.3. APAC AI Embedded IoT Device Deployment by Country
      • 4.3.5.4. MEA AI Embedded IoT Device Deployment by Country
      • 4.3.5.5. Latin America AI Embedded IoT Device Deployment by Country
  • 4.4. AI Embedded IoT Things Deployment 2018-2023
    • 4.4.1. Total AI Embedded IoT Things
    • 4.4.2. AI Embedded IoT Things by IoT Sector
    • 4.4.3. AI Embedded IoT Things by Application
    • 4.4.4. AI Embedded IoT Things Deployment by AI Technology
    • 4.4.5. AI Embedded IoT Things Deployment by End User Industry
    • 4.4.6. AI Embedded IoT Things Deployment by Region
      • 4.4.6.1. North America AI Embedded IoT Things Deployment by Country
      • 4.4.6.2. Europe AI Embedded IoT Things Deployment by Country
      • 4.4.6.3. APAC AI Embedded IoT Things Deployment by Country
      • 4.4.6.4. MEA AI Embedded IoT Things Deployment by Country
      • 4.4.6.5. Latin America AI Embedded IoT Things Deployment by Country
  • 4.5. AI Embedded IoT Semiconductor Unit Shipment 2018-2023
    • 4.5.1. Total AI Embedded IoT Semiconductor Unit Shipment
    • 4.5.2. AI Embedded IoT Semiconductor Unit Shipment by Segment
      • 4.5.2.1. AI Embedded IoT Semiconductor Unit Shipment by Node Component Type
      • 4.5.2.2. AI Embedded IoT Semiconductor Unit Shipment by Networking Equipment
  • 4.5.2.2.1. AI Embedded IoT Semiconductor Unit Shipment by Connectivity Equipment
    • 4.5.3. AI Embedded IoT Semiconductor Unit Shipment by Region
      • 4.5.3.1. APAC AI Embedded IoT Semiconductor Unit Shipment by Country
      • 4.5.3.2. North America AI Embedded IoT Semiconductor Unit Shipment by Country
      • 4.5.3.3. Europe AI Embedded IoT Semiconductor Unit Shipment by Country
      • 4.5.3.4. MEA AI Embedded IoT Semiconductor Unit Shipment by Country
      • 4.5.3.5. Latin America AI Embedded IoT Semiconductor Unit Shipment by Country
  • 4.6. AI Embedded IoT Software Unit Deployment Forecasts 2018-2023
    • 4.6.1. Total AI Embedded IoT Software Unit Deployment
    • 4.6.2. AI Embedded IoT Software Unit Deployment by Segment
    • 4.6.3. AI Embedded IoT Software Unit Deployment by Region
      • 4.6.3.1. APAC AI Embedded IoT Software Unit Deployment by Country
      • 4.6.3.2. North America AI Embedded IoT Software Unit Deployment by Country
      • 4.6.3.3. Europe AI Embedded IoT Software Unit Deployment by Country
      • 4.6.3.4. MEA AI Embedded IoT Software Unit Deployment by Country
      • 4.6.3.5. Latin America AI Embedded IoT Software Unit Deployment by Country

5. Company Analysis

  • 5.1. IBM Corporation
  • 5.2. Intel Corporation
  • 5.3. Microsoft Corporation
  • 5.4. Google Inc.
  • 5.5. Baidu Inc.
  • 5.6. H2O.ai
  • 5.7. Hewlett Packard Enterprise (HPE)
  • 5.8. Apple Inc.
  • 5.9. General Electric (GE)
  • 5.10. LG Electronics
  • 5.11. Digital Reasoning Systems Inc.
  • 5.12. SparkCognition Inc.
  • 5.13. Nuance Communications Inc.
  • 5.14. InteliWISE
  • 5.15. Facebook Inc.
  • 5.16. Salesforce
  • 5.17. Amazon Inc.
  • 5.18. SK Telecom
  • 5.19. motion.ai
  • 5.20. PointGrab Ltd.
  • 5.21. Tellmeplus
  • 5.22. SAS Institute Inc.
  • 5.23. AIBrian Inc.
  • 5.24. Brighterion Inc.
  • 5.25. General Vision Inc.
  • 5.26. Sentient Technologies Holdings Limited
  • 5.27. CloudMinds
  • 5.28. Tend.ai
  • 5.29. TensorFlow
  • 5.30. Infosys Nia
  • 5.31. Wipro HOLMES
  • 5.32. API.AI
  • 5.33. Premonition
  • 5.34. Rainbird
  • 5.35. Ayasdi
  • 5.36. MindMeld
  • 5.37. Vital AI
  • 5.38. KAI
  • 5.39. Receptiviti
  • 5.40. Meya
  • 5.41. DigitalGenius
  • 5.42. GoodAI
  • 5.43. Vicarious
  • 5.44. Agent.ai
  • 5.45. X.ai
  • 5.46. Zebra Medical Vision Inc.
  • 5.47. Fair Isaac Corporation
  • 5.48. Bigml Inc.
  • 5.49. AT&T Speech API
  • 5.50. Wit.ai
  • 5.51. Diffbot
  • 5.52. PredictionIO

6. Conclusions and Recommendations

  • 6.1. Advertisers and Media Companies
  • 6.2. Artificial Intelligence Providers
  • 6.3. Automotive Companies
  • 6.4. Broadband Infrastructure Providers
  • 6.5. Communication Service Providers
  • 6.6. Computing Companies
  • 6.7. Data Analytics Providers
  • 6.8. Equipment (AR, VR, and MR) Providers
  • 6.9. Networking Equipment Providers
  • 6.10. Networking Security Providers
  • 6.11. Semiconductor Companies
  • 6.12. IoT Suppliers and Service Providers
  • 6.13. Software Providers
  • 6.14. Smart City System Integrators
  • 6.15. Automation System Providers
  • 6.16. Social Media Companies
  • 6.17. Workplace Solution Providers
  • 6.18. Large Businesses and SMBs

Figures

  • Figure 1: Artificial General Intelligence Trajectory 2021
  • Figure 2: Predictive Layer System with Machine Learning API
  • Figure 3: AI Agent and Emotion Detection
  • Figure 4: Supervised, Unsupervised, and Reinforcement Learning
  • Figure 5: AI Enterprise Productivity Gain 2018-2023
  • Figure 6: AI Smart Machine
  • Figure 7: General Purpose Machine Intelligence Technology Stack
  • Figure 8: General Purpose Machine Intelligence Application Stack
  • Figure 9: Global General AI Market 2018-2023
  • Figure 10: Global General AI Market Share 2018-2023
  • Figure 11: Global General Purpose AI Agent Market 2018-2023
  • Figure 12: Global General Purpose AI Agent Market Share 2018-2023
  • Figure 13: Global General Purpose AI Agent Market in Edge Computing Network 2018-2023
  • Figure 14: Global General Purpose AI Agent Market Share in Edge Computing Network 2018-2023
  • Figure 15: Global General Purpose AI Agent Market in 5G Network 2018-2023
  • Figure 16: Global General Purpose AI Agent Market Share in 5G Network 2018-2023
  • Figure 17: Global General Purpose AI Agent Market in Blockchain 2018-2023
  • Figure 18: Global General Purpose AI Agent Market Share in Blockchain 2018-2023
  • Figure 19: General Purpose AI Agent Market Share by Top Ten Countries 2018-2023
  • Figure 20: Global AI Embedded IoT Device Deployment 2018-2023
  • Figure 21: Global AI Embedded IoT Device Deployment Market Share 2018-2023
  • Figure 22: Global AI Embedded IoT Things Deployment 2018-2023
  • Figure 23: Percentage Share of Global AI Embedded IoT Things Deployment 2018-2023
  • Figure 24: Global AI Embedded IoT Semiconductor Unit Shipment 2018-2023
  • Figure 25: Global AI Embedded IoT Semiconductor Unit Shipment Market Share 2018-2023
  • Figure 26: Global AI Embedded IoT Software Unit Deployment 2018-2023
  • Figure 27: Global AI Embedded IoT Software Unit Deployment Market Share 2018-2023

Tables

  • Table 1: AI Driven Economic Transaction 2018-2023
  • Table 2: AI Business Analytics Software 2018-2023
  • Table 3: AI Self Service Visual Discovery 2018-2023
  • Table 4: AI Building Security System 2018-2023
  • Table 5: AI Generated Business Content 2018-2023
  • Table 6: AI Supervised Human Worker 2018-2023
  • Table 7: AI Patent Leaders
  • Table 8: AI Smart Workplace Automation
  • Table 10: AI External Investment 2018-2023
  • Table 11: Global General AI Market by Segment 2018-2023
  • Table 12: Global General AI Market by Hardware Type 2018-2023
  • Table 13: Global General AI Market by Embedded Device Type 2018-2023
  • Table 14: Global General AI Market by Embedded Non-IoT Device Type 2018-2023
  • Table 15: Global General AI Market by Embedded IoT Device Type 2018-2023
  • Table 16: Global General AI Market by Embedded Wearable Device Type 2018-2023
  • Table 17: Global General AI Market by Embedded Healthcare Device Type 2018-2023
  • Table 18: Global General AI Market by Embedded Appliances Type 2018-2023
  • Table 19: Global General AI Market by Embedded Industrial Machine Type 2018-2023
  • Table 20: Global General AI Market by Embedded Entertainment Device Type 2018-2023
  • Table 21: Global General AI Market by Embedded Security Device Type 2018-2023
  • Table 22: Global General AI Market by Embedded Network Device Type 2018-2023
  • Table 23: Global General AI Market by Embedded Vehicle Device Type 2018-2023
  • Table 24: Global General AI Market by Embedded Smart Grid Device Type 2018-2023
  • Table 25: Global General AI Market by Embedded Military Device Type 2018-2023
  • Table 26: Global General AI Market by Embedded Energy Management Device Type 2018-2023
  • Table 27: Global General AI Market by Embedded Agriculture Specific Device Type 2018-2023
  • Table 28: Global General AI Market by Embedded Industrial IoT Device Type 2018-2023
  • Table 29: Global General AI Market by Embedded IoT Things Type 2018-2023
  • Table 30: Global General AI Market by Embedded Components Type 2018-2023
  • Table 31: Global General AI Market by Processors Type 2018-2023
  • Table 32: Global General AI Chipsets Market by Technology 2018-2023
  • Table 33: Global General AI Chipsets Market by Machine Learning Technology 2018-2023
  • Table 34: Global General AI Market by Software Type 2018-2023
  • Table 35: Global General AI Application Embedded Software Market by Application Type 2018-2023
  • Table 36: Global General AI Application Embedded Software Market by Deployment Type 2018-2023
  • Table 37: Global General AI Market by AI Platform Type 2018-2023
  • Table 38: Global General AI Market by Service Type 2018-2023
  • Table 39: Global General AI Market by Professional Service Type 2018-2023
  • Table 40: Global General AI Market by AI Technology Type 2018-2023
  • Table 41: Global General AI Market by Machine Learning Technology Type 2018-2023
  • Table 42: Global General AI Market by AI System Type 2018-2023
  • Table 43: Global General AI Market by End User Industry 2018-2023
  • Table 44: Global General AI Market by Healthcare Application 2018-2023
  • Table 45: Global General AI Market by Manufacturing Application 2018-2023
  • Table 46: Global General AI Market by Consumer Electronics Application 2018-2023
  • Table 47: Global General AI Market by Automotive and Transportation Application 2018-2023
  • Table 48: Global General AI Market by Retail and Apparel Application 2018-2023
  • Table 49: Global General AI Market by Marketing Application 2018-2023
  • Table 50: Global General AI Market by FinTech Application 2018-2023
  • Table 51: Global General AI Market by Building and Construction Application 2018-2023
  • Table 52: Global General AI Market by Agriculture Application 2018-2023
  • Table 53: Global General AI Market by Security and Surveillance Application 2018-2023
  • Table 54: Global General AI Market by Government and Military Application 2018-2023
  • Table 55: Global General AI Market by Human Resource Application 2018-2023
  • Table 56: Global General AI Market by Law Application 2018-2023
  • Table 57: Global General AI Market by Telecommunication and IT Application 2018-2023
  • Table 58: Global General AI Market by Oil, Gas and Mining Application 2018-2023
  • Table 59: Global General AI Market by Logistics Application 2018-2023
  • Table 60: Global General AI Market by Education Application 2018-2023
  • Table 61: Global General AI Market by AI Sector 2018-2023
  • Table 62: General AI Market by Region 2018-2023
  • Table 63: North America General AI Market by Country 2018-2023
  • Table 64: Europe General AI Market by Country 2018-2023
  • Table 65: APAC General AI Market by Country 2018-2023
  • Table 66: Middle East and Africa General AI Market by Country 2018-2023
  • Table 67: Latin America General AI Market by Country 2018-2023
  • Table 68: Global General Purpose AI Agent Market by Segment 2018-2023
  • Table 69: Global General Purpose AI Agent Software Market by Delivery Platform Type 2018-2023
  • Table 70: Global General Purpose AI Agent Software Market by Application Type 2018-2023
  • Table 71: Global General Purpose AI Agent Platform Market by Platform Type 2018-2023
  • Table 72: Global General Purpose AI Agent Market by AI Technology 2018-2023
  • Table 73: Global General Purpose AI Agent Market by Machine Learning Technology Type 2018-2023
  • Table 74: Global General Purpose AI Agent Market by Deployment Type 2018-2023
  • Table 75: Global General Purpose AI Agent Market by AI System Type 2018-2023
  • Table 76: Global General Purpose AI Agent Market by End User Industry 2018-2023
  • Table 77: Global General Purpose AI Agent Market by Healthcare Application 2018-2023
  • Table 78: Global General Purpose AI Agent Market by Manufacturing Application 2018-2023
  • Table 79: Global General Purpose AI Agent Market by Consumer Electronics Application 2018-2023
  • Table 80: Global General Purpose AI Agent Market by Automotive and Transportation Application 2018-2023
  • Table 81: Global General Purpose AI Agent Market by Retail and Apparel Application 2018-2023
  • Table 82: Global General Purpose AI Agent Market by Marketing Application 2018-2023
  • Table 83: Global General Purpose AI Agent Market by Banking and FinTech Application 2018-2023
  • Table 84: Global General Purpose AI Agent Market by Building and Construction Application 2018-2023
  • Table 85: Global General Purpose AI Agent Market by Agriculture Application 2018-2023
  • Table 86: Global General Purpose AI Agent Market by Security and Surveillance Application 2018-2023
  • Table 87: Global General Purpose AI Agent Market by Government and Military Application 2018-2023
  • Table 88: Global General Purpose AI Agent Market by Human Resource Application 2018-2023
  • Table 89: Global General Purpose AI Agent Market by Legal Application 2018-2023
  • Table 90: Global General Purpose AI Agent Market by Telecommunication and IT Application 2018-2023
  • Table 91: Global General Purpose AI Agent Market by Energy and Utilities Application 2018-2023
  • Table 92: Global General Purpose AI Agent Market by Logistics Application 2018-2023
  • Table 93: Global General Purpose AI Agent Market by Education Application 2018-2023
  • Table 94: Global General Purpose AI Agent Market by AI Sector 2018-2023
  • Table 95: Global General Purpose AI Agent Market in Edge Computing Network by Segment 2018-2023
  • Table 96: Global General Purpose AI Agent Market in 5G Network by Segment 2018-2023
  • Table 97: Global General Purpose AI Agent Market in Blockchain by Segment 2018-2023
  • Table 98: General Purpose AI Agent Market by Region 2018-2023
  • Table 99: North America General Purpose AI Agent Market by Country 2018-2023
  • Table 100: Europe General Purpose AI Agent Market by Country 2018-2023
  • Table 101: APAC General Purpose AI Agent Market by Country 2018-2023
  • Table 102: Middle East and Africa General Purpose AI Agent Market by Country 2018-2023
  • Table 103: Latin America General Purpose AI Agent Market by Country 2018-2023
  • Table 104: General Purpose AI Agent Market by Top Ten Countries 2018-2023
  • Table 105: Global AI Embedded IoT Device Deployment by IoT Sector 2018-2023
  • Table 106: Global AI Embedded Consumer IoT Device Deployment by Device Type 2018-2023
  • Table 107: Global AI Embedded Enterprise IoT Device Deployment by Device Type 2018-2023
  • Table 108: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018-2023
  • Table 109: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018-2023
  • Table 110: Global AI Embedded IoT Device Deployment by AI Technology Type 2018-2023
  • Table 111: Global AI Embedded IoT Device Deployment by End User Industry 2018-2023
  • Table 112: AI Embedded IoT Device Deployment by Region 2018-2023
  • Table 113: North America AI Embedded IoT Device Deployment by Country 2018-2023
  • Table 114: Europe AI Embedded IoT Device Deployment by Country 2018-2023
  • Table 115: APAC AI Embedded IoT Device Deployment by Country 2018-2023
  • Table 116: MEA AI Embedded IoT Device Deployment by Country 2018-2023
  • Table 117: Latin America AI Embedded IoT Device Deployment by Country 2018-2023
  • Table 118: Global AI Embedded IoT Things Deployment by IoT Sector 2018-2023
  • Table 119: Global AI Embedded IoT Things by Application Type 2018-2023
  • Table 120: Global AI Embedded IoT Things Deployment by AI Technology Type 2018-2023
  • Table 121: Global AI Embedded IoT Things Deployment by End User Industry 2018-2023
  • Table 122: AI Embedded IoT Things Deployment by Region 2018-2023
  • Table 123: North America AI Embedded IoT Things Deployment by Country 2018-2023
  • Table 124: Europe AI Embedded IoT Things Deployment by Country 2018-2023
  • Table 125: APAC AI Embedded IoT Things Deployment by Country 2018-2023
  • Table 126: MEA AI Embedded IoT Things Deployment by Country 2018-2023
  • Table 127: Latin America AI Embedded IoT Things Deployment by Country 2018-2023
  • Table 128: Global AI Embedded IoT Semiconductor Unit Shipment by Segment 2018-2023
  • Table 129: Global AI Embedded IoT Semiconductor Unit Shipment by Node Component Type 2018-2023
  • Table 130: Global AI Embedded IoT Semiconductor Unit Shipment by Networking Equipment Type 2018-2023
  • Table 131: Global AI Embedded IoT Semiconductor Unit Shipment by Connectivity Equipment Type 2018-2023
  • Table 132: AI Embedded IoT Semiconductor Unit Shipment by Region 2018-2023
  • Table 133: AAPC AI Embedded IoT Semiconductor Unit Shipment by Country 2018-2023
  • Table 134: North America AI Embedded IoT Semiconductor Unit Shipment by Country 2018-2023
  • Table 135: Europe AI Embedded IoT Semiconductor Unit Shipment by Country 2018-2023
  • Table 136: MEA AI Embedded IoT Semiconductor Unit Shipment by Country 2018-2023
  • Table 137: Latin America AI Embedded IoT Semiconductor Unit Shipment by Country 2018-2023
  • Table 138: Global AI Embedded IoT Software Unit Deployment by Segment 2018-2023
  • Table 139: AI Embedded IoT Software Unit Deployment by Region 2018-2023
  • Table 140: AAPC AI Embedded IoT Software Unit Deployment by Country 2018-2023
  • Table 141: North America AI Embedded IoT Software Unit Deployment by Country 2018-2023
  • Table 142: Europe AI Embedded IoT Software Unit Deployment by Country 2018-2023
  • Table 143: MEA AI Embedded IoT Software Unit Deployment by Country 2018-2023
  • Table 144: Latin America AI Embedded IoT Software Unit Deployment by Country 2018-2023
  • Table 145: Intel NAMD System

Artificial Intelligence in Big Data Analytics and IoT: Market for Data Capture, Information and Decision Support Services 2018-2023

1. Introduction

  • 1.1. Executive Summary
  • 1.2. Research Objectives
  • 1.3. Key Findings
  • 1.4. Target Audience
  • 1.5. Companies in the Report

2. Overview

  • 2.1. Artificial Intelligence and Machine Learning
  • 2.2. AI Types
  • 2.3. AI and ML Language
  • 2.4. Artificial Intelligence Technology
    • 2.4.1. Machine Learning
    • 2.4.2. Natural Language Generation and Processing
    • 2.4.3. Image Processing
    • 2.4.4. Voice Recognition
    • 2.4.5. Artificial Neural Network
    • 2.4.6. Deep Learning
    • 2.4.7. Others
  • 2.5. AI and ML Technology Goal
    • 2.5.1. Reasoning
    • 2.5.2. Knowledge Representation
    • 2.5.3. Planning
    • 2.5.4. Learning
    • 2.5.5. Communication
    • 2.5.6. Machine Perception
    • 2.5.7. Motion Manipulation
    • 2.5.8. Social Intelligence
    • 2.5.9. Creativity
    • 2.5.10. Artificial General Intelligence
    • 2.5.11. Computer Vision
    • 2.5.12. Robotics
  • 2.6. AI Approaches
    • 2.6.1. Cybernetics and Brian Simulation
    • 2.6.2. Symbolic
    • 2.6.3. Sub-Symbolic
    • 2.6.4. Statistical
    • 2.6.5. Integration
  • 2.7. AI Tools
    • 2.7.1. Search and Optimization
    • 2.7.2. Logic
    • 2.7.3. Probability
    • 2.7.4. Classifier and Statistics
    • 2.7.5. Neural Network
    • 2.7.6. Deep Feedforward Neural Network
    • 2.7.7. Deep Recurrent Neural Network
    • 2.7.8. Control Theory
    • 2.7.9. Language
  • 2.8. AI Outcome
    • 2.8.1. Testing Tools
    • 2.8.2. Virtual Assistant
    • 2.8.3. AI Optimized IoT Hardware
    • 2.8.4. Decision Management System
    • 2.8.5. Biometrics Solution
    • 2.8.6. Robotic Process Automation
  • 2.9. Neural Network and Artificial Intelligence
  • 2.10. Deep Learning and Artificial Intelligence
  • 2.11. Predictive Analytics and Artificial Intelligence
  • 2.12. Internet of Things and Big Data Analytics
  • 2.13. IoT and Artificial Intelligence
  • 2.14. Consumer IoT, Big Data Analytics, and Artificial Intelligence
  • 2.15. Industrial IoT, Big Data Analytics, and Machine Learning
  • 2.16. Artificial intelligence and cognitive computing
  • 2.17. Transhumanism or H+ and Artificial Intelligence
  • 2.18. Rise of the Analysis of Things
  • 2.19. Supervised vs. Unsupervised Learning
  • 2.20. AI as New form of UI

3. AI Technology in Big Data and IoT

  • 3.1. Machine Learning Everywhere
    • 3.1.1. Machine Learning as Open Source Technology
    • 3.1.2. Machine Learning and Intelligent Discovery in IoT
    • 3.1.3. Supervised and Unsupervised Machine Learning
    • 3.1.4. Machine Learning as Big Data Analysis Technique
    • 3.1.5. Machine Learning AI Robots
    • 3.1.6. Machine Learning and Data Democratization
  • 3.2. Machine Learning APIs and Big Data Development
    • 3.2.1. Phases of Machine Learning APIs
    • 3.2.2. Machine Learning API Challenges
    • 3.2.3. Top Machine Learning APIs
      • 3.2.3.1. IBM Watson API
      • 3.2.3.2. Microsoft Azure Machine Learning API
      • 3.2.3.3. Google Prediction API
      • 3.2.3.4. Amazon Machine Learning API
      • 3.2.3.5. BigML
      • 3.2.3.6. AT&T Speech API
      • 3.2.3.7. Wit.ai
      • 3.2.3.8. AlchemyAPI
      • 3.2.3.9. Diffbot
      • 3.2.3.10. PredictionIO
    • 3.2.4. Machine Learning API in General Application Environment
  • 3.3. Enterprise Benefits of Machine Learning
  • 3.4. Machine Learning in IoT Data
  • 3.5. Ultra Scale Analytics and Artificial Intelligence
  • 3.6. Rise of Algorithmic Business
  • 3.7. Cloud Hosted Machine Intelligence
  • 3.8. Contradiction of Machine Learning
  • 3.9. Value Chain Analysis
    • 3.9.1. AI and Machine Learning Companies
    • 3.9.2. IoT Companies
    • 3.9.3. Big Data Analytics Providers
    • 3.9.4. Connectivity Solution and Infrastructure Providers
    • 3.9.5. Hardware and Equipment Manufacturers
    • 3.9.6. Developers and Data Scientists
    • 3.9.7. End Users

4. AI Technology Application and Use Case

  • 4.1. Intelligence Performance Monitoring
  • 4.2. Infrastructure Monitoring
  • 4.3. Generating Accurate Models
  • 4.4. Recommendation Engine
  • 4.5. Blockchain and Crypto Technologies
  • 4.6. Enterprise Application
  • 4.7. Contextual Awareness
  • 4.8. Customer Feedback
  • 4.9. Self-Driving Car
  • 4.10. Fraud Detection System
  • 4.11. Personalized Medicine and Healthcare Service
  • 4.12. Predictive Data Modelling
  • 4.13. Smart Machines
  • 4.14. Cybersecurity Solutions
  • 4.15. Autonomous Agents
  • 4.16. Intelligent Assistant
  • 4.17. Intelligent Decision Support System
  • 4.18. Risk Management
  • 4.19. Data Mining and Management
  • 4.20. Intelligent Robotics
  • 4.21. Financial Technology
  • 4.22. Machine Intelligence

5. AI Technology Impact on Vertical Market

  • 5.1. Enterprise Productivity Gain
  • 5.2. Digital Twinning and Physical Asset Security
  • 5.3. IT Process Efficiency Increase
  • 5.4. AI to Replace Human Form Work
  • 5.5. Enterprise AI Adoption Trends
  • 5.6. Inclusion of AI as IT Requirement

6. AI Predictive Analytics in Vertical Industry

  • 6.1.1. E-Commerce Services
  • 6.1.2. Banking and Finance Services
  • 6.1.3. Manufacturing Services
  • 6.1.4. Real Estate Services
  • 6.1.5. Government and Public Services

7. AI Solution in Big Data and IoT Market Forecast 2018-2023

  • 7.1. Aggregated AI Solution Market 2018-2023
  • 7.2. AI Solution Market by Segment 2018-2023
  • 7.3. AI Embedded Solution Market 2018-2023
    • 7.3.1. AI Embedded Solution by Segment
    • 7.3.2. AI Embedded Solution Market for IoT Device 2018-2023
      • 7.3.2.1. IoT Device Market by Type
      • 7.3.2.2. IoT Device Market by AI Technology
      • 7.3.2.3. IoT Device Market by Industry Vertical
      • 7.3.2.4. IoT Device Market by Region
        • 7.3.2.4.1. APAC IoT Device Market by Country
        • 7.3.2.4.2. Europe IoT Device Market by Country
        • 7.3.2.4.3. North America IoT Device Market by Country
        • 7.3.2.4.4. Middle East and Africa IoT Device Market by Country
        • 7.3.2.4.5. Latin America IoT Device Market by Country
    • 7.3.3. AI Embedded Solution Market for IoT Platform 2018-2023
      • 7.3.3.1. IoT Platform Market by Type
      • 7.3.3.2. IoT Platform Market by AI Technology
      • 7.3.3.3. IoT Platform Market by Industry Vertical
      • 7.3.3.4. IoT Platform Market by Region
        • 7.3.3.4.1. APAC IoT Platform Market by Country
        • 7.3.3.4.2. Europe IoT Platform Market by Country
        • 7.3.3.4.3. North America IoT Platform Market by Country
        • 7.3.3.4.4. Middle East and Africa IoT Platform Market by Country
        • 7.3.3.4.5. Latin America IoT Platform Market by Country
    • 7.3.4. AI Embedded Solution Market for Digital Personal Assistant 2018-2023
      • 7.3.4.1. Digital Personal Assistant Market by Type
      • 7.3.4.2. Digital Personal Assistant Market by AI Technology
      • 7.3.4.3. Digital Personal Assistant Market by Sector
      • 7.3.4.4. Digital Personal Assistant Market by AI System
      • 7.3.4.5. Digital Personal Assistant Market by Region
        • 7.3.4.5.1. APAC Digital Personal Assistant Market by Country
        • 7.3.4.5.2. Europe Digital Personal Assistant Market by Country
        • 7.3.4.5.3. North America Digital Personal Assistant Market by Country
        • 7.3.4.5.4. ROW Digital Personal Assistant Market by Country
    • 7.3.5. AI Embedded Solution Market for Data Capture and Integration 2018-2023
      • 7.3.5.1. Data Capture and Integration Market by Big Data Tools
      • 7.3.5.2. Data Capture and Integration Market by Industry Vertical
      • 7.3.5.3. Data Capture and Integration Market by Region
        • 7.3.5.3.1. North America Data Capture and Integration Market by Country
        • 7.3.5.3.2. APAC Data Capture and Integration Market by Country
        • 7.3.5.3.3. Europe Data Capture and Integration Market by Country
        • 7.3.5.3.4. Middle East and Africa Data Capture and Integration Market by Country
        • 7.3.5.3.5. Latin America Data Capture and Integration Market by Country
  • 7.4. AI Predictive Analytics Market 2018-2023
    • 7.4.1. AI Predictive Analytics Market by AI Technology
    • 7.4.2. AI Predictive Analytics Market by Business Application
    • 7.4.3. AI Predictive Analytics Market by Technology Application
    • 7.4.4. AI Predictive Analytics Market by Business Goal
    • 7.4.5. AI Predictive Analytics Market by Industry Vertical
    • 7.4.6. AI Predictive Analytics Market by Region
      • 7.4.6.1. North America AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
      • 7.4.6.2. Europe AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
      • 7.4.6.3. APAC AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
      • 7.4.6.4. Middle East and Africa AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
      • 7.4.6.5. Latin America AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
  • 7.5. AI Professional Service Market in Big Data and IoT 2018-2023
    • 7.5.1. AI Professional Service Market by Service Type
    • 7.5.2. AI Professional Service Market by Segment
    • 7.5.3. AI Professional Service Market by Industry Vertical
    • 7.5.4. AI Professional Service Market by Region
      • 7.5.4.1. APAC AI Professional Service Market by Country
      • 7.5.4.2. Europe AI Professional Service Market by Country
      • 7.5.4.3. North America AI Professional Service Market by Country
      • 7.5.4.4. Middle East and Africa AI Professional Service Market by Country
      • 7.5.4.5. Latin America AI Professional Service Market by Country

8. AI Embedded Connected IoT Device and Things 2018-2023

  • 8.1. AI Embedded Connected IoT Device 2018-2023
    • 8.1.1. Aggregated AI Embedded Connected IoT Device
    • 8.1.2. AI Embedded Connected IoT Device by Type
    • 8.1.3. AI Embedded Connected IoT Device by IoT Platform
    • 8.1.4. AI Embedded Connected IoT Device by IoT Sector
    • 8.1.5. AI Embedded Connected IoT Device by AI Technology
    • 8.1.6. AI Embedded Connected IoT Device by Technology Application
    • 8.1.7. AI Embedded Connected IoT Device by Industry Verticals
    • 8.1.8. AI Embedded Connected IoT Device by Region
      • 8.1.8.1. North America Connected IoT Device by Country
      • 8.1.8.2. Europe Connected IoT Device by Country
      • 8.1.8.3. APAC Connected IoT Device by Country
      • 8.1.8.4. Middle East and Africa Connected IoT Device by Country
      • 8.1.8.5. Latin America Connected IoT Device by Country
  • 8.2. AI Embedded Connected IoT Things 2018-2023
    • 8.2.1. Aggregated AI Embedded Connected IoT Things
    • 8.2.2. AI Embedded Connected IoT Things by IoT Platform
    • 8.2.3. AI Embedded Connected IoT Things by IoT Sector
    • 8.2.4. AI Embedded Connected IoT Things by AI Technology
    • 8.2.5. AI Embedded Connected IoT Things by Industry Verticals
    • 8.2.6. AI Embedded Connected IoT Things by Region
      • 8.2.6.1. North America Connected IoT Things by Country
      • 8.2.6.2. Europe Connected IoT Things by Country
      • 8.2.6.3. APAC Connected IoT Things by Country
      • 8.2.6.4. Middle East and Africa Connected IoT Things by Country
      • 8.2.6.5. Latin America Connected IoT Things by Country

9. Company Analysis

  • 9.1. Google Inc.
  • 9.2. Twitter Inc.
  • 9.3. Microsoft Corporation
  • 9.4. IBM Corporation
  • 9.5. Apple Inc.
  • 9.6. Facebook Inc.
  • 9.7. Amazon.com Inc.
  • 9.8. Skype
  • 9.9. Salesforce.com
  • 9.10. Intel Corporation
  • 9.11. Yahoo Inc.
  • 9.12. AOL Inc.
  • 9.13. NVIDIA Corporation
  • 9.14. x.ai
  • 9.15. Tesla Inc.
  • 9.16. Baidu Inc.
  • 9.17. H2O.ai
  • 9.18. SparkCognition Inc.
  • 9.19. OpenAI
  • 9.20. Inbenta
  • 9.21. CISCO Systems Inc.
  • 9.22. Infineon Technologies AG
  • 9.23. McAfee
  • 9.24. Happiest Minds Technologies
  • 9.25. Tachyus
  • 9.26. Sentrian
  • 9.27. MAANA
  • 9.28. Veros Systems Inc.
  • 9.29. NEURA
  • 9.30. Augury Systems Ltd.
  • 9.31. glassbeam
  • 9.32. Comfy
  • 9.33. mnubo
  • 9.34. C-B4
  • 9.35. PointGrab Ltd.
  • 9.36. Tellmeplus
  • 9.37. moov
  • 9.38. Sentenai Inc.
  • 9.39. imagimob
  • 9.40. FocusMotion
  • 9.41. MoBagel

10. Conclusions and Recommendations

  • 10.1. AI in the Next Decade
  • 10.2. Recommendation for Data Analytics Providers
  • 10.3. Recommendation for AI and Machine Learning Companies
  • 10.4. Recommendation for IoT Companies and Equipment Manufacturers
  • 10.5. Recommendation for Service Providers
  • 10.6. Recommendations for Enterprise

11. Appendix

  • 11.1. AI Embedded IoT Device Sales Revenue
    • 11.1.1. Sales Revenue by Device Type
  • 11.2. AI Optimized IoT Component Market
  • 11.3. AI Optimized IoT Equipment Market
  • 11.4. AI Optimized IoT Software Market
  • 11.5. AI Optimized IoT Platform Market

Figures

  • Figure 1: Artificial Intelligence Technology
  • Figure 2: Sentiment Analysis with Deep Machine Learning
  • Figure 3: Artificial Intelligence (AI) and Predictive Layer System
  • Figure 4: Industrial IoT Landscape and Machine Learning as a Service
  • Figure 5: Machine Learning Use Case Scenario
  • Figure 6: Artificial Intelligence and Machine Learning Landscape
  • Figure 7: AI Solution driven Enterprise Productivity Gain 2018-2023
  • Figure 8: Global Digital Twinning Connected IoT Things 2018-2023
  • Figure 9: AI Robo-Boss Supervision of Worker 2018-2023
  • Figure 10: Global AI Solution Market in Big Data and IoT 2018-2023
  • Figure 11: Global AI Embedded Connected IoT Device 2018-2023
  • Figure 12: Global AI Embedded Connected IoT Things 2018-2023
  • Figure 13: AI Embedded IoT Device Sales Revenue 2018-2023

Tables

  • Table 1: AI Software Conducted Economic Transaction 2018-2023
  • Table 2: AI Empowered Building Security System 2018-2023
  • Table 3: AI Empowered Business Analytics Software 2018-2023
  • Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2018-2023
  • Table 5: AI Smart Machine Created Business Content 2018-2023
  • Table 6: Global AI Solution Market in Big Data and IoT by Market Segment 2018-2023
  • Table 7: Global AI Embedded Solution in Big Data and IoT by Segment 2018-2023
  • Table 8: Global AI Embedded Solution for IoT Device by Type 2018-2023
  • Table 9: Global AI Embedded Solution in IoT Device by AI Technology 2018-2023
  • Table 10: Global AI Embedded Solution in IoT Device by Industry Vertical 2018-2023
  • Table 11: AI Embedded Solution in IoT Device by Region 2018-2023
  • Table 12: APAC AI Embedded Solution in IoT Device by Country 2018-2023
  • Table 13: Europe AI Embedded Solution in IoT Device by Country 2018-2023
  • Table 14: North America AI Embedded Solution in IoT Device by Country 2018-2023
  • Table 15: Middle East and Africa AI Embedded Solution in IoT Device by Country 2018-2023
  • Table 16: Latin America AI Embedded Solution in IoT Device by Country 2018-2023
  • Table 17: Global AI Embedded Solution for IoT Platform by Type 2018-2023
  • Table 18: Global AI Embedded Solution in IoT Platform by AI Technology 2018-2023
  • Table 19: Global AI Embedded Solution in IoT Platform by Industry Vertical 2018-2023
  • Table 20: AI Embedded Solution in IoT Platform by Region 2018-2023
  • Table 21: APAC AI Embedded Solution in IoT Platform by Country 2018-2023
  • Table 22: Europe AI Embedded Solution in IoT Platform by Country 2018-2023
  • Table 23: North America AI Embedded Solution in IoT Platform by Country 2018-2023
  • Table 24: Middle East and Africa AI Embedded Solution in IoT Platform by Country 2018-2023
  • Table 25: Latin America AI Embedded Solution in IoT Platform by Country 2018-2023
  • Table 26: Global AI Embedded Solution for Digital Personal Assistant by Type 2018-2023
  • Table 27: Global AI Embedded Solution in Digital Personal Assistant by AI Technology 2018-2023
  • Table 28: Global AI Embedded Solution in Digital Personal Assistant by Sector 2018-2023
  • Table 29: Global AI Embedded Solution in Digital Personal Assistant by AI System 2018-2023
  • Table 30: AI Embedded Solution in Digital Personal Assistant by Region 2018-2023
  • Table 31: APAC AI Embedded Solution in Digital Personal Assistant by Country 2018-2023
  • Table 32: Europe AI Embedded Solution in Digital Personal Assistant by Country 2018-2023
  • Table 33: North America AI Embedded Solution in Digital Personal Assistant by Country 2018-2023
  • Table 34: ROW AI Embedded Solution in Digital Personal Assistant by Country 2018-2023
  • Table 35: Global AI Embedded Data Capture and Integration Solution by Big Data Tools 2018-2023
  • Table 36: Global AI Embedded Data Capture and Integration Solution by Industry Vertical 2018-2023
  • Table 37: AI Embedded Data Capture and Integration Solution by Region 2018-2023
  • Table 38: North America AI Embedded Data Capture and Integration Solution by Country 2018-2023
  • Table 39: APAC AI Embedded Data Capture and Integration Solution by Country 2018-2023
  • Table 40: Europe AI Embedded Data Capture and Integration Solution by Country 2018-2023
  • Table 41: Middle East and Africa AI Embedded Data Capture and Integration Solution by Country 2018-2023
  • Table 42: Latin America AI Embedded Data Capture and Integration Solution by Country 2018-2023
  • Table 43: Global AI Predictive Analytics Solution by AI Technology 2018-2023
  • Table 44: Global AI Predictive Analytics Solution by Business Application 2018-2023
  • Table 45: Global AI Predictive Analytics Solution by Technology Application 2018-2023
  • Table 46: Global AI Predictive Analytics Solution by Business Goal 2018-2023
  • Table 47: Global AI Predictive Analytics Solution by Industry Vertical 2018-2023
  • Table 48: AI Predictive Analytics Solution by Region 2018-2023
  • Table 49: North America AI Predictive Analytics Solution by AI Technology 2018-2023
  • Table 50: North America AI Predictive Analytics Solution by Business Application 2018-2023
  • Table 51: North America AI Predictive Analytics Solution by Technology Application 2018-2023
  • Table 52: North America AI Predictive Analytics Solution by Business Goal 2018-2023
  • Table 53: North America AI Predictive Analytics Solution by Industry Vertical 2018-2023
  • Table 54: North America AI Predictive Analytics Solution by Country 2018-2023
  • Table 55: Europe AI Predictive Analytics Solution by AI Technology 2018-2023
  • Table 56: Europe AI Predictive Analytics Solution by Business Application 2018-2023
  • Table 57: Europe AI Predictive Analytics Solution by Technology Application 2018-2023
  • Table 58: Europe AI Predictive Analytics Solution by Business Goal 2018-2023
  • Table 59: Europe AI Predictive Analytics Solution by Industry Vertical 2018-2023
  • Table 60: Europe AI Predictive Analytics Solution by Country 2018-2023
  • Table 61: APAC AI Predictive Analytics Solution by AI Technology 2018-2023
  • Table 62: APAC AI Predictive Analytics Solution by Business Application 2018-2023
  • Table 63: APAC AI Predictive Analytics Solution by Technology Application 2018-2023
  • Table 64: APAC AI Predictive Analytics Solution by Business Goal 2018-2023
  • Table 65: APAC AI Predictive Analytics Solution by Industry Vertical 2018-2023
  • Table 66: APAC AI Predictive Analytics Solution by Country 2018-2023
  • Table 67: MEA AI Predictive Analytics Solution by AI Technology 2018-2023
  • Table 68: MEA AI Predictive Analytics Solution by Business Application 2018-2023
  • Table 69: MEA AI Predictive Analytics Solution by Technology Application 2018-2023
  • Table 70: MEA AI Predictive Analytics Solution by Business Goal 2018-2023
  • Table 71: MEA AI Predictive Analytics Solution by Industry Vertical 2018-2023
  • Table 72: MEA AI Predictive Analytics Solution by Country 2018-2023
  • Table 73: Latin America AI Predictive Analytics Solution by AI Technology 2018-2023
  • Table 74: Latin America AI Predictive Analytics Solution by Business Application 2018-2023
  • Table 75: Latin America AI Predictive Analytics Solution by Technology Application 2018-2023
  • Table 76: Latin America AI Predictive Analytics Solution by Business Goal 2018-2023
  • Table 77: Latin America AI Predictive Analytics Solution by Industry Vertical 2018-2023
  • Table 78: Latin America AI Predictive Analytics Solution by Country 2018-2023
  • Table 79: Global AI Professional Service in Big Data and IoT by Service Type 2018-2023
  • Table 80: Global AI Professional Service in Big Data and IoT by Segment 2018-2023
  • Table 81: Global AI Professional Service in Big Data and IoT by Industry Vertical 2018-2023
  • Table 82: AI Professional Service in Big Data and IoT by Region 2018-2023
  • Table 83: APAC AI Professional Service in Big Data and IoT by Country 2018-2023
  • Table 84: Europe AI Professional Service in Big Data and IoT by Country 2018-2023
  • Table 85: North America AI Professional Service in Big Data and IoT by Country 2018-2023
  • Table 86: Middle East and Africa AI Professional Service in Big Data and IoT by Country 2018-2023
  • Table 87: Latin America AI Professional Service in Big Data and IoT by Country 2018-2023
  • Table 88: Global AI Embedded Connected IoT Device by Type 2018-2023
  • Table 89: Global AI Embedded Connected IoT Device by IoT Platform 2018-2023
  • Table 90: Global AI Embedded Connected IoT Device by IoT Sector 2018-2023
  • Table 91: Global AI Embedded Connected IoT Device by AI Technology 2018-2023
  • Table 92: Global AI Embedded Connected IoT Device by Technology Application 2018-2023
  • Table 93: Global AI Embedded Connected IoT Device by Industry Vertical 2018-2023
  • Table 94: AI Embedded Connected IoT Device by Region 2018-2023
  • Table 95: North America AI Embedded Connected IoT Device by Country 2018-2023
  • Table 96: Europe AI Embedded Connected IoT Device by Country 2018-2023
  • Table 97: APAC AI Embedded Connected IoT Device by Country 2018-2023
  • Table 98: Middle East and Africa AI Embedded Connected IoT Device by Country 2018-2023
  • Table 99: Latin America AI Embedded Connected IoT Device by Country 2018-2023
  • Table 100: Global AI Embedded Connected IoT Things by IoT Platform 2018-2023
  • Table 101: Global AI Embedded Connected IoT Things by IoT Sector 2018-2023
  • Table 102: Global AI Embedded Connected IoT Things by AI Technology 2018-2023
  • Table 103: Global AI Embedded Connected IoT Things by Industry Vertical 2018-2023
  • Table 104: AI Embedded Connected IoT Things by Region 2018-2023
  • Table 105: North America AI Embedded Connected IoT Things by Country 2018-2023
  • Table 106: Europe AI Embedded Connected IoT Things by Country 2018-2023
  • Table 107: APAC AI Embedded Connected IoT Things by Country 2018-2023
  • Table 108: Middle East and Africa AI Embedded Connected IoT Things by Country 2018-2023
  • Table 109: Latin America AI Embedded Connected IoT Things by Country 2018-2023
  • Table 110: AI Embedded IoT Device Sales Revenue by Device Type 2018-2023
  • Table 111: AI Optimized IoT Component Market by Segment 2018-2023
  • Table 112: AI Optimized IoT Equipment Market by Segment 2018-2023
  • Table 113: AI Optimized IoT Software Market by Segment 2018-2023
  • Table 114: AI Optimized IoT Platform Market by Segment 2018-2023

Teleoperation and Telerobotics: Technologies and Solutions for Enterprise and Industrial Automation 2018-2023

1.0. Executive Summary

2.0. Overview

3.0. Automation and Robotics in Industrial IoT (IIoT)

  • 3.1. Industrial IoT in Context
  • 3.2. Technology Transformation: Broadband Communications
  • 3.3. Industrial Productivity and IIoT Economic Contribution
  • 3.4. Industrial Efficiency and IIoT
  • 3.5. IIoT Adoption Trends Globally
  • 3.6. Smart Factories, Intelligent Manufacturing, and Industry 4.0
  • 3.7. Industrial Revolution and Migration
  • 3.8. IIoT Building Blocks
  • 3.9. Industrial Automation and IIoT
  • 3.10. Human Aspect of IIoT
  • 3.11. Integrated Digital and Human Workforce
  • 3.12. Wearable Technology and IIoT
  • 3.13. Workforce Augmentation
  • 3.14. Hybrid Industry and Robotics
  • 3.15. Drone Logistics

4.0. Teleoperation and Telerobotics

  • 4.1. Telerobotics
    • 4.1.1. Agile Robots: Move like Humans in Dangerous Environments
    • 4.1.2. Collaborative Industrial Robots (CoBots)
  • 4.2. Telepresence
  • 4.3. Teleoperation
  • 4.4. Telemanipulation
  • 4.5. Internet Telerobotics
  • 4.6. The Web and Telerobotics
  • 4.7. Real-time Transport Protocol (RTP)
  • 4.8. Technical Architecture of Telerobitcs System
    • 4.8.1. Telerobot
    • 4.8.2. Web Client
    • 4.8.3. Communications
    • 4.8.4. Transmission Protocol
  • 4.9. Bilateral Control and Haptic Feedback
    • 4.9.1. The Robonaut Case
  • 4.10. Unilateral vs. Bilateral Model
    • 4.10.1. Performance Matrix

5.0. Role of Teleoperation and Telerobotics in Automation

  • 5.1. The Role of Telerobotics in Industrial Automation
  • 5.2. Impact on Logistics and Supply Chain
  • 5.3. Industrial Producer/Consumer (Prosumer) Value Chain
  • 5.4. Employment Transformation and the Future for Factory Workers
  • 5.5. Clear Production
  • 5.6. Manufacturing Supply Chain and Robotics
  • 5.7. Connected Service and Teleoperation
  • 5.8. Benefits and Drawbacks
  • 5.9. Edge Computing for IoT
  • 5.10. Swarm Computing

6.0. Impact of Teleoperation and Telerobotics

  • 6.1. Technologies facilitating Hyper Automation
  • 6.2. Rise of the Hybrid Enterprise to Optimize IIoT
  • 6.3. Intelligent Human Workforce: Augmented by AI and Robots
  • 6.4. Drone Logistics to become Common for B2B as well as B2C
  • 6.5. Industrial Robotics remains the Key Area of Focus
  • 6.6. Rise of the Smart Machine driven Factory of the Future
  • 6.7. Engaging the Consumer throughout the Product Lifecycle
  • 6.8. A Transformation to an Outcome Economy
  • 6.9. Information Technology (IT) & Operational Technology (OT) Convergence
  • 6.10. New Stakeholders Emerge and New Relationships Develop

7.0. Teleoperation and Telerobotics in Edge Networks

  • 7.1. Edge Computing
  • 7.2. Multi-access Edge Computing (MEC)
  • 7.3. Teleoperation and Telerobotics in MEC

8.0. Teleoperation and Telerobotics Market Analysis and Forecasts

  • 8.1. Market for Teleoperation and Tele-robotics in IIoT 2018-2023
    • 8.1.1. IIoT Teleoperation and Tele-robotics Solutions by Segment 2018-2023
    • 8.1.2. IIoT Teleoperation and Tele-robotics Solutions by Region 2018-2023
    • 8.1.3. IIoT Teleoperation and Tele-robotics Solutions by Tech and App 2018-2023
    • 8.1.4. IIoT Teleoperation and Tele-robotics Solution by Industry Vertical 2018-2023
    • 8.1.5. Artificial Intelligence in IIoT Teleoperation and Tele-robotics Solutions
  • 8.2. Digital Twinning and Physical Asset Security
  • 8.3. IT Process Efficiency Increase
  • 8.4. AI to Replace Human Form Work
  • 8.5. Enterprise AI Adoption Trends
  • 8.6. Inclusion of AI as IT Requirement

9.0. Conclusions and Recommendations

  • 9.1. Need for Enhanced Operational Support
  • 9.2. IIoT: Don't Forget the Consumer

10.0. Appendix: Digital Twin Product and Service Ecosystem

  • 10.1. Digital Twinning Impact on Industry Segments
    • 10.1.1. Industrial IoT
    • 10.1.2. Consumer IoT
  • 10.2. Application Development and Operations
    • 10.2.1. IoT Application Programming Interfaces
    • 1.1.1. Virtual Objects and Control of Real Assets
    • 10.2.2. Identity Management, Authentication, and Authorization
      • 10.2.2.1. IoT Identity Management
      • 10.2.2.2. Virtual Identities for Digital Twinning Operations
      • 10.2.2.3. Authentication and Authorization
  • 10.3. Digital Twin Use Cases and Applications
    • 10.3.1. Maintenance, Repair and Overhaul Operations
    • 10.3.2. Digital Avatar of Consumer Assets
    • 10.3.3. Performance/Service Monitoring
    • 10.3.4. Inspection and Repair
    • 10.3.5. Predictive Maintenance
    • 10.3.6. Product Design and Development
  • 1.1.2. Composite Assembling/Manufacturing
    • 10.3.7. Monitoring Business Outcomes
  • 10.4. Digital Twinning as a Service (DTaaS)

Figures:

  • Figure 1: Telerobotics System Architecture
  • Figure 2: Web Based Robotic System
  • Figure 3: Edge Computing Architecture
  • Figure 4: AI Solution driven Enterprise Productivity Gains 2018-2023
  • Figure 5: Global Digital Twinning Connected IoT Things 2018-2023
  • Figure 6: AI Robo-Boss Supervision of Worker 2018-2023
  • Figure 7: APIs support Physical to Cyber World Communications
  • Figure 8: IoT Identity Database
  • Figure 9: IoT Virtual Identity Database
  • Figure 10: Data Fusion for MRO Operation
  • Figure 11: Composite Manufacturing Model
  • Figure 12: Digital Twinning Applications and Outcomes

Tables:

  • Table 1: MEC based Teleoperation, Tele-robotics and Telepresence Market 2018-2023
  • Table 2: Teleoperation and Tele-robotics Solution by Segment 2018-2023
  • Table 3: Teleoperation and Tele-robotics Solution Market by Region 2018-2023
  • Table 4: Teleoperation and Tele-robotics by Sector/Tech/App 2018-2023
  • Table 5: Teleoperation and Tele-robotics Solution by Industry Vertical 2018-2023
  • Table 6: AI in Teleoperation and Tele-robotics Software Market
  • Table 7: AI Software Conducted Economic Transaction 2018-2023
  • Table 8: AI Empowered Building Security System 2018-2023
  • Table 9: AI Empowered Business Analytics Software 2018-2023
  • Table 10: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2018-2023
  • Table 11: AI Smart Machine Created Business Content 2018-2023

Cloud Robotics Technologies, Solutions, Challenges, and Market Opportunities 2018-2023

1.0. Introduction

  • 1.1. Cloud Robotics Overview
  • 1.2. Traditional vs. Cloud Robotics
  • 1.3. Cloud Robotics Architecture
    • 1.3.1. System Architecture
    • 1.3.2. Functional Architecture
    • 1.3.3. Elastic Computing Architecture
    • 1.3.4. Cloud Robotics as a System
    • 1.3.5. Cloud Robotics Prototyping
  • 1.4. Robot Types
  • 1.5. Cloud Technology in Robotics
  • 1.6. AI and Machine Learning Solution
  • 1.7. Connectivity Technology including 5G
  • 1.8. IoT, Industrial IoT and Cloud Robotics
  • 1.9. Collaborative Robots
  • 1.10. Market Challenges and Opportunities

2. Enabling Technologies

  • 2.1. Teleoperation
  • 2.2. Cloud Computing
  • 2.3. Edge Computing
  • 2.4. Fifth Generation (5G) Cellular
    • 2.4.1. 5G and Robotics
    • 2.4.2. 5G and Network Slicing

3. Cloud Robotics Ecosystem Analysis

  • 3.1. Market Segmentation
  • 3.2. Ecosystem and Players
  • 3.3. Most Likely Applications
  • 3.4. Anticipated Regional Adoption
  • 3.5. Emerging Cloud Robotics Business Models
  • 3.6. Robotics Production
  • 3.7. Robotics Cost Structure
  • 3.8. Robotics ROI
  • 3.9. Cloud Robotics Intellectual Property
  • 3.10. Research and Development Activities

4.0. Company Analysis

  • 4.1. Rockwell Automation Inc.
  • 4.2. KUKA AG
  • 4.3. ABB Group
  • 4.4. FANUC Corporation
  • 4.5. Yaskawa Electric Corporation
  • 4.6. Universal Robots
  • 4.7. Tend.ai
  • 4.8. Rapyuta Robotics Co. Ltd.
  • 4.9. HotBlack Robotics Srl
  • 4.10. Calvary Robotics
  • 4.11. Motion Controls Robotics Inc.
  • 4.12. Wolf Robotics LLC
  • 4.13. Tech-Con Automation Inc.
  • 4.14. Matrix Industrial Automation
  • 4.15. Automation IG
  • 4.16. Ortelio Ltd
  • 4.17. SoftBank Robotics Holding Corp.
  • 4.18. iRobot Corp.
  • 4.19. Google Inc.
  • 4.20. IBM Corporation
  • 4.21. Microsoft Corporation
  • 4.22. Ecovacs Robotics Inc.
  • 4.23. CloudMinds
  • 4.24. Ozobot & Evollve Inc.
  • 4.25. Segway Inc. and Ninebot
  • 4.26. Erle Robotics
  • 4.27. Adept Technology
  • 4.28. Ekso Bionics
  • 4.29. Lockheed Martin
  • 4.30. Mazor Robotics
  • 4.31. Pv-Kraftwerker
  • 4.32. ReconRobotics Inc.
  • 4.33. Seegrid
  • 4.34. Spacex

5.0. Cloud Robotics Market Forecast 2018-2023

  • 5.1. Global Cloud Robotics Market 2018-2023
    • 5.1.1. Total Cloud Robotics Market
    • 5.1.2. Cloud Robotics Market by Technology
      • 5.1.2.1. Cloud Robotics Market by Hardware Type
        • 5.1.2.1.1. Cloud Robotics Market by Robot Device Type
          • 5.1.2.1.1.1. Cloud Robotics Market by Stationary Robot Type
          • 5.1.2.1.1.2. Cloud Robotics Market by Wheeled Robot Type
          • 5.1.2.1.1.3. Cloud Robotics Market by Legged Robot Type
        • 5.1.2.1.2. Cloud Robotics Market by Component Type
      • 5.1.2.2. Cloud Robotics Market by Software Type
        • 5.1.2.2.1. Cloud Robotics Market by Application Software Type
        • 5.1.2.2.2. Cloud Robotics Market by Virtual Robot Type
      • 5.1.2.3. Cloud Robotics Market by Service Type
    • 5.1.3. Cloud Robotics Market by Implementation Module
    • 5.1.4. Cloud Robotics Market by Connectivity Technology
      • 5.1.4.1. Cloud Robotics Market by Cellular Connectivity Technology
    • 5.1.5. Cloud Robotics Market by Business Model
    • 5.1.6. Cloud Robotics Market by Deployment Type
    • 5.1.7. Cloud Robotics Market by Application Sector
      • 5.1.7.1. Cloud Robotics Market by Industrial Application Industry
      • 5.1.7.2. Cloud Robotics Market by Commercial Application Industry
      • 5.1.7.3. Cloud Robotics Market by Consumer Application Industry
      • 5.1.7.4. Cloud Robotics Market by Military and Government Application
    • 5.1.8. Artificial Intelligence (AI) Market in Cloud Robotics
      • 5.1.8.1. AI Market in Cloud Robotics by Segment
        • 5.1.8.1.1. AI Software Market in Cloud Robotics by AI Technology
    • 5.1.9. 5G Market in Cloud Robotics
      • 5.1.9.1. 5G Market in Cloud Robotics by Segment
    • 5.1.10. Data Analytics Software Market in Cloud Robotics
  • 5.2. Regional Cloud Robotics Market 2018-2023
    • 5.2.1. Cloud Robotics Market by Region
    • 5.2.2. North America Cloud Robotics Market by Technology, Application, Connectivity, Deployment, AI, 5G, and Leading Country
    • 5.2.3. Europe Cloud Robotics Market by Technology, Application, Connectivity, Deployment, AI, 5G, and Leading Country
    • 5.2.4. Asia Pacific Cloud Robotics Market by Technology, Application, Connectivity, Deployment, AI, 5G, and Leading Country
    • 5.2.5. Middle East and Africa Cloud Robotics Market by Technology, Application, Connectivity, Deployment, AI, 5G, and Leading Country
    • 5.2.6. Latin America Cloud Robotics Market by Technology, Application, Connectivity, Deployment, AI, 5G, and Leading Country
  • 5.3. Robot Unit Shipment Forecast 2018-2023
    • 5.3.1. Global Robot Unit Shipment
    • 5.3.2. Global Robot Unit Shipment by Robot Type
      • 5.3.2.1. Global Robot Unit Shipment by Stationary Robot Type
      • 5.3.2.2. Global Robot Unit Shipment by Wheeled Robot Type
      • 5.3.2.3. Global Robot Unit Shipment by Legged Robot Type
    • 5.3.3. Global Robot Unit Shipment by Application
      • 5.3.3.1. Global Robot Unit Shipment by Industrial Application Sector
      • 5.3.3.2. Global Robot Unit Shipment by Commercial Application Sector
      • 5.3.3.3. Global Robot Unit Shipment by Consumer Application Sector
      • 5.3.3.4. Global Robot Unit Shipment by Military and Government Application Sector
    • 5.3.4. Robot Unit Shipment by Region
      • 5.3.4.1. North America Robot Unit Shipment by Country
      • 5.3.4.2. Europe Robot Unit Shipment by Country
      • 5.3.4.3. APAC Robot Unit Shipment by Country
      • 5.3.4.4. MEA Robot Unit Shipment by Country
      • 5.3.4.5. Latin America Robot Unit Shipment by Country

6.0. Conclusions and Recommendations

Figures

  • Figure 1: Cloud Robotics System Architecture
  • Figure 2: Cloud Robotics Functional Diagram
  • Figure 3: Elastic Model for Cloud Robotics Implementation
  • Figure 4: Cloud Robotics as a System Architecture
  • Figure 5: Cloud Robotics Development Prototype
  • Figure 6: Robots by Type and Function
  • Figure 7: Global Cloud Robotics Market 2018-2023
  • Figure 8: Global AI Market in Cloud Robotics 2018-2023
  • Figure 9: Global 5G Market in Cloud Robotics 2018-2023
  • Figure 10: Global Data Analytics Software Market in Cloud Robotics 2018-2023
  • Figure 11: North America AI Market in Cloud Robotics 2018-2023
  • Figure 12: North America 5G Market in Cloud Robotics 2018-2023
  • Figure 13: North America Data Analytics Software Market in Cloud Robotics 2018-2023
  • Figure 14: Europe AI Market in Cloud Robotics 2018-2023
  • Figure 15: Europe 5G Market in Cloud Robotics 2018-2023
  • Figure 16: Europe Data Analytics Software Market in Cloud Robotics 2018-2023
  • Figure 17: APAC AI Market in Cloud Robotics 2018-2023
  • Figure 18: APAC 5G Market in Cloud Robotics 2018-2023
  • Figure 19: APAC Data Analytics Software Market in Cloud Robotics 2018-2023
  • Figure 20: MEA AI Market in Cloud Robotics 2018-2023
  • Figure 21: MEA 5G Market in Cloud Robotics 2018-2023
  • Figure 22: MEA Data Analytics Software Market in Cloud Robotics 2018-2023
  • Figure 23: Latin America AI Market in Cloud Robotics 2018-2023
  • Figure 24: Latin America 5G Market in Cloud Robotics 2018-2023
  • Figure 25: Latin America Data Analytics Software Market in Cloud Robotics 2018-2023
  • Figure 26: Global Robot Unit Shipment 2018-2023

Tables

  • Table 1: Top Ten Cloud Robotics Countries
  • Table 2: Top Ten Emerging Countries for Cloud Robotics
  • Table 3: Robotics Automation Project ROI Calculator Framework
  • Table 4: Robotics Automation Project Cash Flow Framework
  • Table 1: Global Cloud Robotics Market by Technology 2018-2023
  • Table 2: Global Cloud Robotics Market by Hardware Type 2018-2023
  • Table 3: Global Cloud Robotics Market by Robot Device Type 2018-2023
  • Table 4: Global Cloud Robotics Market by Stationary Robot Type 2018-2023
  • Table 5: Global Cloud Robotics Market by Wheeled Robot Type 2018-2023
  • Table 6: Global Cloud Robotics Market by Legged Robot Type 2018-2023
  • Table 7: Global Cloud Robotics Market by Component Type 2018-2023
  • Table 8: Global Cloud Robotics Market by Software Type 2018-2023
  • Table 9: Global Cloud Robotics Market by Application Software Type 2018-2023
  • Table 10: Global Cloud Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 11: Global Cloud Robotics Market by Service Type 2018-2023
  • Table 12: Global Cloud Robotics Market by Implementation Module 2018-2023
  • Table 13: Global Cloud Robotics Market by Connectivity Technology 2018-2023
  • Table 14: Global Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 15: Global Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 16: Global Cloud Robotics Market by Deployment Type 2018-2023
  • Table 17: Global Cloud Robotics Market by Application Sector 2018-2023
  • Table 18: Global Cloud Robotics Market by Industrial Application Industry 2018-2023
  • Table 19: Global Cloud Robotics Market by Commercial Application Industry 2018-2023
  • Table 20: Global Cloud Robotics Market by Consumer Application Industry 2018-2023
  • Table 21: Global Cloud Robotics Market by Military and Government Application 2018-2023
  • Table 22: Global AI Market in Cloud Robotics by Segment 2018-2023
  • Table 23: Global AI Software Market in Cloud Robotics by AI Technology 2018-2023
  • Table 24: Global 5G Market in Cloud Robotics by Segment 2018-2023
  • Table 25: Cloud Robotics Market by Region 2018-2023
  • Table 26: North America Cloud Robotics Market by Technology 2018-2023
  • Table 27: North America Cloud Robotics Market by Hardware Type 2018-2023
  • Table 28: North America Cloud Robotics Market by Robot Device Type 2018-2023
  • Table 29: North America Cloud Robotics Market by Stationary Robot Type 2018-2023
  • Table 30: North America Cloud Robotics Market by Wheeled Robot Type 2018-2023
  • Table 31: North America Cloud Robotics Market by Legged Robot Type 2018-2023
  • Table 32: North America Cloud Robotics Market by Component Type 2018-2023
  • Table 33: North America Cloud Robotics Market by Software Type 2018-2023
  • Table 34: North America Cloud Robotics Market by Application Software Type 2018-2023
  • Table 35: North America Cloud Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 36: North America Cloud Robotics Market by Service Type 2018-2023
  • Table 37: North America Cloud Robotics Market by Implementation Module 2018-2023
  • Table 38: North America Cloud Robotics Market by Connectivity Technology 2018-2023
  • Table 39: North America Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 40: North America Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 41: North America Cloud Robotics Market by Deployment Type 2018-2023
  • Table 42: North America Cloud Robotics Market by Application Sector 2018-2023
  • Table 43: North America Cloud Robotics Market by Industrial Application Industry 2018-2023
  • Table 44: North America Cloud Robotics Market by Commercial Application Industry 2018-2023
  • Table 45: North America Cloud Robotics Market by Consumer Application Industry 2018-2023
  • Table 46: North America Cloud Robotics Market by Military and Government Application 2018-2023
  • Table 47: North America AI Market in Cloud Robotics by Segment 2018-2023
  • Table 48: North America AI Software Market in Cloud Robotics by AI Technology 2018-2023
  • Table 49: North America 5G Market in Cloud Robotics by Segment 2018-2023
  • Table 50: North America Cloud Robotics Market by Leading Country 2018-2023
  • Table 51: Europe Cloud Robotics Market by Technology 2018-2023
  • Table 52: Europe Cloud Robotics Market by Hardware Type 2018-2023
  • Table 53: Europe Cloud Robotics Market by Robot Device Type 2018-2023
  • Table 54: Europe Cloud Robotics Market by Stationary Robot Type 2018-2023
  • Table 55: Europe Cloud Robotics Market by Wheeled Robot Type 2018-2023
  • Table 56: Europe Cloud Robotics Market by Legged Robot Type 2018-2023
  • Table 57: Europe Cloud Robotics Market by Component Type 2018-2023
  • Table 58: Europe Cloud Robotics Market by Software Type 2018-2023
  • Table 59: Europe Cloud Robotics Market by Application Software Type 2018-2023
  • Table 60: Europe Cloud Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 61: Europe Cloud Robotics Market by Service Type 2018-2023
  • Table 62: Europe Cloud Robotics Market by Implementation Module 2018-2023
  • Table 63: Europe Cloud Robotics Market by Connectivity Technology 2018-2023
  • Table 64: Europe Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 65: Europe Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 66: Europe Cloud Robotics Market by Deployment Type 2018-2023
  • Table 67: Europe Cloud Robotics Market by Application Sector 2018-2023
  • Table 68: Europe Cloud Robotics Market by Industrial Application Industry 2018-2023
  • Table 69: Europe Cloud Robotics Market by Commercial Application Industry 2018-2023
  • Table 70: Europe Cloud Robotics Market by Consumer Application Industry 2018-2023
  • Table 71: Europe Cloud Robotics Market by Military and Government Application 2018-2023
  • Table 72: Europe AI Market in Cloud Robotics by Segment 2018-2023
  • Table 73: Europe AI Software Market in Cloud Robotics by AI Technology 2018-2023
  • Table 74: Europe 5G Market in Cloud Robotics by Segment 2018-2023
  • Table 75: Europe Cloud Robotics Market by Leading Country 2018-2023
  • Table 76: APAC Cloud Robotics Market by Technology 2018-2023
  • Table 77: APAC Cloud Robotics Market by Hardware Type 2018-2023
  • Table 78: APAC Cloud Robotics Market by Robot Device Type 2018-2023
  • Table 79: APAC Cloud Robotics Market by Stationary Robot Type 2018-2023
  • Table 80: APAC Cloud Robotics Market by Wheeled Robot Type 2018-2023
  • Table 81: APAC Cloud Robotics Market by Legged Robot Type 2018-2023
  • Table 82: APAC Cloud Robotics Market by Component Type 2018-2023
  • Table 83: APAC Cloud Robotics Market by Software Type 2018-2023
  • Table 84: APAC Cloud Robotics Market by Application Software Type 2018-2023
  • Table 85: APAC Cloud Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 86: APAC Cloud Robotics Market by Service Type 2018-2023
  • Table 87: APAC Cloud Robotics Market by Implementation Module 2018-2023
  • Table 88: APAC Cloud Robotics Market by Connectivity Technology 2018-2023
  • Table 89: APAC Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 90: APAC Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 91: APAC Cloud Robotics Market by Deployment Type 2018-2023
  • Table 92: APAC Cloud Robotics Market by Application Sector 2018-2023
  • Table 93: APAC Cloud Robotics Market by Industrial Application Industry 2018-2023
  • Table 94: APAC Cloud Robotics Market by Commercial Application Industry 2018-2023
  • Table 95: APAC Cloud Robotics Market by Consumer Application Industry 2018-2023
  • Table 96: APAC Cloud Robotics Market by Military and Government Application 2018-2023
  • Table 97: APAC AI Market in Cloud Robotics by Segment 2018-2023
  • Table 98: APAC AI Software Market in Cloud Robotics by AI Technology 2018-2023
  • Table 99: APAC 5G Market in Cloud Robotics by Segment 2018-2023
  • Table 100: APAC Cloud Robotics Market by Leading Country 2018-2023
  • Table 101: MEA Cloud Robotics Market by Technology 2018-2023
  • Table 102: MEA Cloud Robotics Market by Hardware Type 2018-2023
  • Table 103: MEA Cloud Robotics Market by Robot Device Type 2018-2023
  • Table 104: MEA Cloud Robotics Market by Stationary Robot Type 2018-2023
  • Table 105: MEA Cloud Robotics Market by Wheeled Robot Type 2018-2023
  • Table 106: MEA Cloud Robotics Market by Legged Robot Type 2018-2023
  • Table 107: MEA Cloud Robotics Market by Component Type 2018-2023
  • Table 108: MEA Cloud Robotics Market by Software Type 2018-2023
  • Table 109: MEA Cloud Robotics Market by Application Software Type 2018-2023
  • Table 110: MEA Cloud Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 111: MEA Cloud Robotics Market by Service Type 2018-2023
  • Table 112: MEA Cloud Robotics Market by Implementation Module 2018-2023
  • Table 113: MEA Cloud Robotics Market by Connectivity Technology 2018-2023
  • Table 114: MEA Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 115: MEA Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 116: MEA Cloud Robotics Market by Deployment Type 2018-2023
  • Table 117: MEA Cloud Robotics Market by Application Sector 2018-2023
  • Table 118: MEA Cloud Robotics Market by Industrial Application Industry 2018-2023
  • Table 119: MEA Cloud Robotics Market by Commercial Application Industry 2018-2023
  • Table 120: MEA Cloud Robotics Market by Consumer Application Industry 2018-2023
  • Table 121: MEA Cloud Robotics Market by Military and Government Application 2018-2023
  • Table 122: MEA AI Market in Cloud Robotics by Segment 2018-2023
  • Table 123: MEA AI Software Market in Cloud Robotics by AI Technology 2018-2023
  • Table 124: MEA 5G Market in Cloud Robotics by Segment 2018-2023
  • Table 125: MEA Cloud Robotics Market by Leading Country 2018-2023
  • Table 126: Latin America Cloud Robotics Market by Technology 2018-2023
  • Table 127: Latin America Cloud Robotics Market by Hardware Type 2018-2023
  • Table 128: Latin America Cloud Robotics Market by Robot Device Type 2018-2023
  • Table 129: Latin America Cloud Robotics Market by Stationary Robot Type 2018-2023
  • Table 130: Latin America Cloud Robotics Market by Wheeled Robot Type 2018-2023
  • Table 131: Latin America Cloud Robotics Market by Legged Robot Type 2018-2023
  • Table 132: Latin America Cloud Robotics Market by Component Type 2018-2023
  • Table 133: Latin America Cloud Robotics Market by Software Type 2018-2023
  • Table 134: Latin America Cloud Robotics Market by Application Software Type 2018-2023
  • Table 135: Latin America Cloud Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 136: Latin America Cloud Robotics Market by Service Type 2018-2023
  • Table 137: Latin America Cloud Robotics Market by Implementation Module 2018-2023
  • Table 138: Latin America Cloud Robotics Market by Connectivity Technology 2018-2023
  • Table 139: Latin America Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 140: Latin America Cloud Robotics Market by Cellular Connectivity Technology 2018-2023
  • Table 141: Latin America Cloud Robotics Market by Deployment Type 2018-2023
  • Table 142: Latin America Cloud Robotics Market by Application Sector 2018-2023
  • Table 143: Latin America Cloud Robotics Market by Industrial Application Industry 2018-2023
  • Table 144: Latin America Cloud Robotics Market by Commercial Application Industry 2018-2023
  • Table 145: Latin America Cloud Robotics Market by Consumer Application Industry 2018-2023
  • Table 146: Latin America Cloud Robotics Market by Military and Government Application 2018-2023
  • Table 147: Latin America AI Market in Cloud Robotics by Segment 2018-2023
  • Table 148: Latin America AI Software Market in Cloud Robotics by AI Technology 2018-2023
  • Table 149: Latin America 5G Market in Cloud Robotics by Segment 2018-2023
  • Table 150: Latin America Cloud Robotics Market by Leading Country 2018-2023
  • Table 151: Global Robot Unit Shipment by Robot Type 2018-2023
  • Table 152: Global Robot Unit Shipment by Stationary Robot Type 2018-2023
  • Table 153: Global Robot Unit Shipment by Wheeled Robot Type 2018-2023
  • Table 154: Global Robot Unit Shipment by Legged Robot Type 2018-2023
  • Table 155: Global Robot Unit Shipment by Application 2018-2023
  • Table 156: Global Robot Unit Shipment by Industrial Application Sector 2018-2023
  • Table 157: Global Robot Unit Shipment by Commercial Application Sector 2018-2023
  • Table 158: Global Robot Unit Shipment by Consumer Application Sector 2018-2023
  • Table 159: Global Robot Unit Shipment by Military and Government Application Sector 2018-2023
  • Table 160: Robot Unit Shipment by Region 2018-2023
  • Table 161: North America Robot Unit Shipment by Leading Country 2018-2023
  • Table 162: Europe Robot Unit Shipment by Leading Country 2018-2023
  • Table 163: APAC Robot Unit Shipment by Leading Country 2018-2023
  • Table 164: MEA Robot Unit Shipment by Leading Country 2018-2023
  • Table 165: Latin America Robot Unit Shipment by Leading Country 2018-2023

Global Robotics Equipment, Components, Solutions, Applications, and Services for Industrial, Enterprise, Military, and Consumer Markets 2018-2023

1. Executive Summary

2. Introduction

  • 2.1. Market Segmentation
    • 2.1.1. Enterprise Robotics
    • 2.1.2. Industrial Robotics
    • 2.1.3. Military Robotics
    • 2.1.4. Consumer Robotics
  • 2.2. Market Overview

3. Robotics Companies and Solutions

  • 3.1. Americas
    • 3.1.1. 2G Engineering
    • 3.1.2. 3D Robotics
    • 3.1.3. Adept Technology Inc.
    • 3.1.4. Aethon Inc.
    • 3.1.5. Alphabet, Inc. (Google)
    • 3.1.6. Amazon Robotics
    • 3.1.7. Anki Inc.
    • 3.1.8. Apex Automation and Robotics
    • 3.1.9. Auris Surgical Robotics Inc.
    • 3.1.10. Autonomous Solutions, Inc.
    • 3.1.11. Axium Inc.
    • 3.1.12. Canvas Technology
    • 3.1.13. Carbon Robotics
    • 3.1.14. Carbon3D
    • 3.1.15. Celera Motion
    • 3.1.16. Clearpath Robotics
    • 3.1.17. Construction Robotics
    • 3.1.18. CyPhy Works
    • 3.1.19. Denso Wave Inc.
    • 3.1.20. Ekso Bionics
    • 3.1.21. Ellison Technologies Inc.
    • 3.1.22. Energid Technologies
    • 3.1.23. Epson Robots
    • 3.1.24. Fetch Robotics
    • 3.1.25. Ghost Robotics LLC
    • 3.1.26. Greensea Systems Inc.
    • 3.1.27. Hypertherm Inc.
    • 3.1.28. IAM Robotics
    • 3.1.29. inVia Robotics
    • 3.1.30. iRobot
    • 3.1.31. Intuitive Surgical, Inc.
    • 3.1.32. Jibo
    • 3.1.33. Kairos Autonomi
    • 3.1.34. Knightscope
    • 3.1.35. Kraken Sonar Systems Inc.
    • 3.1.36. Lockheed Martin
    • 3.1.37. Locus Robotics
    • 3.1.38. Micromo
    • 3.1.39. Modbot Inc.
    • 3.1.40. Octopuz Inc.
    • 3.1.41. Omnicell Inc.
    • 3.1.42. PrecisionHawk
    • 3.1.43. ReWalk Robotics
    • 3.1.44. RobotLAB Inc.
    • 3.1.45. Rockwell Automation Inc.
    • 3.1.46. Rokid Inc.
    • 3.1.47. SapientX Inc.
    • 3.1.48. Savioke
    • 3.1.49. Seegrid
    • 3.1.50. Sharp Electronics Corp.
    • 3.1.51. SkySpecs
    • 3.1.52. Soft Robotics Inc.
    • 3.1.53. Softweb Solutions Inc.
    • 3.1.54. SRI International
    • 3.1.55. Stäubli
    • 3.1.56. Stryker (MAKO Surgical)
    • 3.1.57. Suitable Technologies
    • 3.1.58. SynTouch
    • 3.1.59. Teradyne Inc.
    • 3.1.60. Titan Medical
    • 3.1.61. TM Robotics
    • 3.1.62. TORC Robotics
    • 3.1.63. Transcend Robotics
    • 3.1.64. ULC Robotics Inc.
    • 3.1.65. Universal Robotics
    • 3.1.66. Vecna Technologies
    • 3.1.67. Verb Surgical
    • 3.1.68. VEX Robotics
    • 3.1.69. VGo Communications
    • 3.1.70. Vigilant Robots
    • 3.1.71. Virtual Incision Corporation
    • 3.1.72. Willrich Precision Instrument Co.
    • 3.1.73. World Drone Academy
    • 3.1.74. Wynright (Daifuku Co Ltd)
    • 3.1.75. Yaskawa Motoman
  • 3.2. Asia-Pacific
    • 3.2.1. Aurotek Corp.
    • 3.2.2. Cyberdyne
    • 3.2.3. Daihen Corp.
    • 3.2.4. DJI
    • 3.2.5. FANUC Robotics
    • 3.2.6. Foxconn Technology Group
    • 3.2.7. GreyOrange
    • 3.2.8. Hanson Robotics Ltd.
    • 3.2.9. Kawasaki
    • 3.2.10. Mitsubishi Electric Corp.
    • 3.2.11. Nachi Fujikoshi Corp.
    • 3.2.12. Pari Robotics
    • 3.2.13. Qihan Technology Co.
    • 3.2.14. Samsung
    • 3.2.15. Seven Dreamers Laboratories Inc.
    • 3.2.16. Siasun Robot and Automation Co Ltd.
    • 3.2.17. SoftBank Robotics Corporation
    • 3.2.18. Sony
    • 3.2.19. Toyota
    • 3.2.20. WaveBot
    • 3.2.21. Yamaha Robotics
  • 3.3. Europe
    • 3.3.1. ABB Robotics
    • 3.3.2. AMS RBR
    • 3.3.3. Blue Ocean Robotics ApS
    • 3.3.4. Comau Robotics
    • 3.3.5. Delphi Automotive
    • 3.3.6. Kuka Robotics
    • 3.3.7. Milvus Robotics
    • 3.3.8. Mobile Industrial Robots ApS
    • 3.3.9. Open Bionics
    • 3.3.10. Reis Robotics
    • 3.3.11. Roboplan
    • 3.3.12. Robosoft Services Robots
    • 3.3.13. Schunk
    • 3.3.14. Siemens
    • 3.3.15. Soil Machine Dynamics Ltd.
    • 3.3.16. SSI Schaefer
    • 3.3.17. Starship Technologies
    • 3.3.18. Staubli International AG
    • 3.3.19. Swisslog
    • 3.3.20. Teun
    • 3.3.21. Touch Bionics
    • 3.3.22. Universal Robots A/S
    • 3.3.23. Visual Components Oy
    • 3.3.24. ZenRobotics

4. Robotics Market Analysis and Forecast

  • 4.1. Total Robotics Market 2018-2023
  • 4.2. Robotics Market by Sector 2018-2023
  • 4.3. Industrial Robotics Market 2018-2023
    • 4.3.1. Industrial Robotics Market by Segment
      • 4.3.1.1. Industrial Robotics Market by Hardware Type
        • 4.3.1.1.1. Industrial Robotics Market by Stationary Device Type
        • 4.3.1.1.2. Industrial Robotics Market by Component Type
        • 4.3.1.1.3. Industrial Robotics Market by Drive System Component Type
      • 4.3.1.2. Industrial Robotics Market by Software Type
        • 4.3.1.2.1. Industrial Robotics Market by Embedded Software Type
        • 4.3.1.2.2. Industrial Robotics Market by Cloud Software Type
        • 4.3.1.2.3. Industrial Robotics Market by Virtual Robot Software Type
        • 4.3.1.2.4. Industrial Robotics Software Market by Core Language
        • 4.3.1.2.5. Industrial Robotics Market by Open Source vs. Proprietary Software
      • 4.3.1.3. Industrial Robotics Market by Service Type
        • 4.3.1.3.1. Industrial Robotics Market by Professional Service Type
    • 4.3.2. Industrial Robotics Market by AI Technology Type
    • 4.3.3. Industrial Robotics Market by Application Type
    • 4.3.4. Industrial Robotics Market by Connectivity Type
      • 4.3.4.1. Industrial Robotics Market by Cellular Connectivity Type
    • 4.3.5. Industrial Robotics Market by Industry Vertical
    • 4.3.6. Industrial Robotics Market by Region
      • 4.3.6.1. North America Industrial Robotics Market by Country
      • 4.3.6.2. Europe Industrial Robotics Market by Country
      • 4.3.6.3. APAC Industrial Robotics Market by Country
      • 4.3.6.4. Middle East and Africa Industrial Robotics Market by Country
      • 4.3.6.5. Latin America Industrial Robotics Market by Country
  • 4.4. Consumer/Personal Robotics Market 2018-2023
    • 4.4.1. Consumer/Personal Robotics Market by Segment
      • 4.4.1.1. Consumer/Personal Robotics Market by Hardware Type
        • 4.4.1.1.1. Consumer/Personal Robotics Market by Device Type
        • 4.4.1.1.2. Consumer/Personal Robotics Market by Wheeled Robot Type
        • 4.4.1.1.3. Consumer/Personal Robotics Market by Legged Robot Type
        • 4.4.1.1.4. Consumer/Personal Robotics Market by Component Type
        • 4.4.1.1.5. Consumer/Personal Robotics Market by Drive System Component Type
      • 4.4.1.2. Consumer/Personal Robotics Market by Software Type
        • 4.4.1.2.1. Consumer/Personal Robotics Market by Embedded Software Type
        • 4.4.1.2.2. Consumer/Personal Robotics Market by Cloud Software Type
        • 4.4.1.2.3. Consumer/Personal Robotics Market by Virtual Robot Software Type
        • 4.4.1.2.4. Consumer/Personal Robotics Software Market by Core Language
        • 4.4.1.2.5. Consumer/Personal Robotics Market by Open Source vs. Proprietary Software
      • 4.4.1.3. Consumer/Personal Robotics Market by Service Type
        • 4.4.1.3.1. Consumer/Personal Robotics Market by Professional Service Type
    • 4.4.2. Consumer/Personal Robotics Market by AI Technology Type
    • 4.4.3. Consumer/Personal Robotics Market by Application Type
    • 4.4.4. Consumer/Personal Robotics Market by Connectivity Type
      • 4.4.4.1. Consumer/Personal Robotics Market by Cellular Connectivity Type
    • 4.4.5. Consumer/Personal Robotics Market by Industry Vertical
    • 4.4.6. Consumer/Personal Robotics Market by Region
      • 4.4.6.1. APAC Consumer/Personal Robotics Market by Country
      • 4.4.6.2. North America Consumer/Personal Robotics Market by Country
      • 4.4.6.3. Europe Consumer/Personal Robotics Market by Country
      • 4.4.6.4. Middle East and Africa Consumer/Personal Robotics Market by Country
      • 4.4.6.5. Latin America Consumer/Personal Robotics Market by Country
  • 4.5. Enterprise/Commercial Robotics Market 2018-2023
    • 4.5.1. Enterprise/Commercial Robotics Market by Segment
      • 4.5.1.1. Enterprise/Commercial Robotics Market by Hardware Type
        • 4.5.1.1.1. Enterprise/Commercial Robotics Market by Device Type
        • 4.5.1.1.2. Enterprise/Commercial Robotics Market by Wheeled Robot Type
        • 4.5.1.1.3. Enterprise/Commercial Robotics Market by Legged Robot Type
        • 4.5.1.1.4. Enterprise/Commercial Robotics Market by Component Type
        • 4.5.1.1.5. Enterprise/Commercial Robotics Market by Drive System Component Type
      • 4.5.1.2. Enterprise/Commercial Robotics Market by Software Type
        • 4.5.1.2.1. Enterprise/Commercial Robotics Market by Embedded Software Type
        • 4.5.1.2.2. Enterprise/Commercial Robotics Market by Cloud Software Type
        • 4.5.1.2.3. Enterprise/Commercial Robotics Market by Virtual Robot Software Type
        • 4.5.1.2.4. Enterprise/Commercial Robotics Software Market by Core Language
        • 4.5.1.2.5. Enterprise/Commercial Robotics Market by Open Source vs. Proprietary Software
      • 4.5.1.3. Enterprise/Commercial Robotics Market by Service Type
        • 4.5.1.3.1. Enterprise/Commercial Robotics Market by Professional Service Type
    • 4.5.2. Enterprise/Commercial Robotics Market by AI Technology Type
    • 4.5.3. Enterprise/Commercial Robotics Market by Application Type
    • 4.5.4. Enterprise/Commercial Robotics Market by Connectivity Type
      • 4.5.4.1. Enterprise/Commercial Robotics Market by Cellular Connectivity Type
    • 4.5.5. Enterprise/Commercial Robotics Market by Industry Vertical
    • 4.5.6. Enterprise/Commercial Robotics Market by Region
      • 4.5.6.1. Europe Enterprise/Commercial Robotics Market by Country
      • 4.5.6.2. North America Enterprise/Commercial Robotics Market by Country
      • 4.5.6.3. APAC Enterprise/Commercial Robotics Market by Country
      • 4.5.6.4. Middle East and Africa Enterprise/Commercial Robotics Market by Country
      • 4.5.6.5. Latin America Enterprise/Commercial Robotics Market by Country
  • 4.6. Military and Government Robotics Market 2018-2023
    • 4.6.1. Military and Government Robotics Market by Segment
      • 4.6.1.1. Military and Government Robotics Market by Hardware Type
        • 4.6.1.1.1. Military and Government Robotics Market by Device Type
        • 4.6.1.1.2. Military and Government Robotics Market by Wheeled Robot Type
        • 4.6.1.1.3. Military and Government Robotics Market by Legged Robot Type
        • 4.6.1.1.4. Military and Government Robotics Market by Component Type
        • 4.6.1.1.5. Military and Government Robotics Market by Drive System Component Type
      • 4.6.1.2. Military and Government Robotics Market by Software Type
        • 4.6.1.2.1. Military and Government Robotics Market by Embedded Software Type
        • 4.6.1.2.2. Military and Government Robotics Market by Cloud Software Type
        • 4.6.1.2.3. Military and Government Robotics Market by Virtual Robot Software Type
        • 4.6.1.2.4. Military and Government Robotics Software Market by Core Language
        • 4.6.1.2.5. Military and Government Robotics Market by Open Source vs. Proprietary Software
      • 4.6.1.3. Military and Government Robotics Market by Service Type
        • 4.6.1.3.1. Military and Government Robotics Market by Professional Service Type
    • 4.6.2. Military and Government Robotics Market by AI Technology Type
    • 4.6.3. Military and Government Robotics Market by Application Type
    • 4.6.4. Military and Government Robotics Market by Connectivity Type
  • 4.6.4.1. Military and Government Robotics Market by Cellular Connectivity Type
    • 4.6.5. Military and Government Robotics Market by Platform Type
    • 4.6.6. Military and Government Robotics Market by Industry Vertical
    • 4.6.7. Military and Government Robotics Market by Region
      • 4.6.7.1. North America Military and Government Robotics Market by Country
      • 4.6.7.2. APAC Military and Government Robotics Market by Country
      • 4.6.7.3. Europe Military and Government Robotics Market by Country
      • 4.6.7.4. Middle East and Africa Military and Government Robotics Market by Country
      • 4.6.7.5. Latin America Military and Government Robotics Market by Country
  • 4.7. Robot Unit Shipment Forecast 2018-2023
    • 4.7.1. Total Robot Unit Shipment
    • 4.7.2. Robot Unit Shipment by Device Type
      • 4.7.2.1. Robot Unit Shipment by Stationary Robot Type
      • 4.7.2.2. Robot Unit Shipment by Wheeled Robot Type
      • 4.7.2.3. Robot Unit Shipment by Legged Type
    • 4.7.3. Robot Unit Shipment by Sector
      • 4.7.3.1. Consumer Robot Shipment by Industry Vertical
      • 4.7.3.2. Industrial Robot Unit Shipment by Industry Vertical
      • 4.7.3.3. Enterprise Robot Unit Shipment by Industry Vertical
      • 4.7.3.4. Military and Government Robot Unit Shipment by Industry Vertical
    • 4.7.4. Robot Unit Shipment by Region
      • 4.7.4.1. North America Robot Unit Shipment by Country
      • 4.7.4.2. Europe Robot Unit Shipment by Country
      • 4.7.4.3. APAC Robot Unit Shipment by Country
      • 4.7.4.4. Middle East and Africa Robot Unit Shipment by Country
      • 4.7.4.5. Latin America Robot Unit Shipment by Country

5. Conclusions and Recommendations

Figures

  • Figure 1: Global Robotics Market 2018-2023
  • Figure 2: Global Robotics Market Yearly Growth 2018-2023
  • Figure 3: Global Robot Unit Shipment 2018-2023
  • Figure 4: Global Robot Unit Shipment Yearly Growth 2018-2023

Tables

  • Table 1: Global Robotics Market by Sector 2018-2023
  • Table 2: Global Robotics Market Share by Sector 2018-2023
  • Table 3: Global Industrial Robotics Market by Segment 2018-2023
  • Table 4: Global Industrial Robotics Market Share by Segment 2018-2023
  • Table 5: Global Industrial Robotics Market by Hardware Type 2018-2023
  • Table 6: Global Industrial Robotics Market Share by Hardware Type 2018-2023
  • Table 7: Global Industrial Robotics Market by Stationary Device Type 2018-2023
  • Table 8: Global Industrial Robotics Market Share by Stationary Device Type 2018-2023
  • Table 9: Global Industrial Robotics Market by Component Type 2018-2023
  • Table 10: Global Industrial Robotics Market Share by Component Type 2018-2023
  • Table 11: Global Industrial Robotics Market by Drive System Component Type 2018-2023
  • Table 12: Global Industrial Robotics Market Share by Component Type 2018-2023
  • Table 13: Global Industrial Robotics Market by Software Type 2018-2023
  • Table 14: Global Industrial Robotics Market Share by Software Type 2018-2023
  • Table 15: Global Industrial Robotics Market by Embedded Software Type 2018-2023
  • Table 16: Global Industrial Robotics Market Share by Embedded Software Type 2018-2023
  • Table 17: Global Industrial Robotics Market by Cloud Software Type 2018-2023
  • Table 18: Global Industrial Robotics Market Share by Cloud Software Type 2018-2023
  • Table 19: Global Industrial Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 20: Global Industrial Robotics Market Share by Virtual Robot Software Type 2018-2023
  • Table 21: Global Industrial Robotics Software Market by Core Language 2018-2023
  • Table 22: Global Industrial Robotics Software Market by Core Language 2018-2023
  • Table 23: Global Industrial Robotics Market by Open Source vs. Proprietary Software 2018-2023
  • Table 24: Global Industrial Robotics Market Share by Open Source vs. Proprietary Software 2018-2023
  • Table 25: Global Industrial Robotics Market by Service Type 2018-2023
  • Table 26: Global Industrial Robotics Market Share by Service Type 2018-2023
  • Table 27: Global Industrial Robotics Market by Professional Service Type 2018-2023
  • Table 28: Global Industrial Robotics Market Share by Professional Service Type 2018-2023
  • Table 29: Global Industrial Robotics Market by AI Technology Type 2018-2023
  • Table 30: Global Industrial Robotics Market Share by AI Technology Type 2018-2023
  • Table 31: Global Industrial Robotics Market by Application Type 2018-2023
  • Table 32: Global Industrial Robotics Market Share by Application Type 2018-2023
  • Table 33: Global Industrial Robotics Market by Connectivity Type 2018-2023
  • Table 34: Global Industrial Robotics Market Share by Connectivity Type 2018-2023
  • Table 35: Global Industrial Robotics Market by Cellular Connectivity Type 2018-2023
  • Table 36: Global Industrial Robotics Market Share by Cellular Connectivity Type 2018-2023
  • Table 37: Global Industrial Robotics Market by Industry Vertical 2018-2023
  • Table 38: Global Industrial Robotics Market Share by Industry Vertical 2018-2023
  • Table 39: Industrial Robotics Market by Region 2018-2023
  • Table 40: Industrial Robotics Market Share by Region 2018-2023
  • Table 41: North America Industrial Robotics Market by Country 2018-2023
  • Table 42: North America Industrial Robotics Market Share by Country 2018-2023
  • Table 43: Europe Industrial Robotics Market by Country 2018-2023
  • Table 44: Europe Industrial Robotics Market Share by Country 2018-2023
  • Table 45: APAC Industrial Robotics Market by Country 2018-2023
  • Table 46: APAC Industrial Robotics Market Share by Country 2018-2023
  • Table 47: MEA Industrial Robotics Market by Country 2018-2023
  • Table 48: MEA Industrial Robotics Market Share by Country 2018-2023
  • Table 49: Latin America Industrial Robotics Market by Country 2018-2023
  • Table 50: Latin America Industrial Robotics Market Share by Region 2018-2023
  • Table 51: Global Consumer/Personal Robotics Market by Segment 2018-2023
  • Table 52: Global Consumer/Personal Robotics Market Share by Segment 2018-2023
  • Table 53: Global Consumer/Personal Robotics Market by Hardware Type 2018-2023
  • Table 54: Global Consumer/Personal Robotics Market Share by Hardware Type 2018-2023
  • Table 55: Global Consumer/Personal Robotics Market by Device Type 2018-2023
  • Table 56: Global Consumer/Personal Robotics Market Share by Device Type 2018-2023
  • Table 57: Global Consumer/Personal Robotics Market by Wheeled Robot Type 2018-2023
  • Table 58: Global Consumer/Personal Robotics Market Share by Wheeled Robot Type 2018-2023
  • Table 59: Global Consumer/Personal Robotics Market by Legged Robot Type 2018-2023
  • Table 60: Global Consumer/Personal Robotics Market Share by Legged Robot Type 2018-2023
  • Table 61: Global Consumer/Personal Robotics Market by Component Type 2018-2023
  • Table 62: Global Consumer/Personal Robotics Market Share by Component Type 2018-2023
  • Table 63: Global Consumer/Personal Robotics Market by Drive System Component Type 2018-2023
  • Table 64: Global Consumer/Personal Robotics Market Share by Component Type 2018-2023
  • Table 65: Global Consumer/Personal Robotics Market by Software Type 2018-2023
  • Table 66: Global Consumer/Personal Robotics Market Share by Software Type 2018-2023
  • Table 67: Global Consumer/Personal Robotics Market by Embedded Software Type 2018-2023
  • Table 68: Global Consumer/Personal Robotics Market Share by Embedded Software Type 2018-2023
  • Table 69: Global Consumer/Personal Robotics Market by Cloud Software Type 2018-2023
  • Table 70: Global Consumer/Personal Robotics Market Share by Cloud Software Type 2018-2023
  • Table 71: Global Consumer/Personal Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 72: Global Consumer/Personal Robotics Market Share by Virtual Robot Software Type 2018-2023
  • Table 73: Global Consumer/Personal Robotics Software Market by Core Language 2018-2023
  • Table 74: Global Consumer/Personal Robotics Software Market by Core Language 2018-2023
  • Table 75: Global Consumer/Personal Robotics Market by Open Source vs. Proprietary Software 2018-2023
  • Table 76: Global Consumer/Personal Robotics Market Share by Open Source vs. Proprietary Software 2018-2023
  • Table 77: Global Consumer/Personal Robotics Market by Service Type 2018-2023
  • Table 78: Global Consumer/Personal Robotics Market Share by Service Type 2018-2023
  • Table 79: Global Consumer/Personal Robotics Market by Professional Service Type 2018-2023
  • Table 80: Global Consumer/Personal Robotics Market Share by Professional Service Type 2018-2023
  • Table 81: Global Consumer/Personal Robotics Market by AI Technology Type 2018-2023
  • Table 82: Global Consumer/Personal Robotics Market Share by AI Technology Type 2018-2023
  • Table 83: Global Consumer/Personal Robotics Market by Application Type 2018-2023
  • Table 84: Global Consumer/Personal Robotics Market Share by Application Type 2018-2023
  • Table 85: Global Consumer/Personal Robotics Market by Connectivity Type 2018-2023
  • Table 86: Global Consumer/Personal Robotics Market Share by Connectivity Type 2018-2023
  • Table 87: Global Consumer/Personal Robotics Market by Cellular Connectivity Type 2018-2023
  • Table 88: Global Consumer/Personal Robotics Market Share by Cellular Connectivity Type 2018-2023
  • Table 89: Global Consumer/Personal Robotics Market by Industry Vertical 2018-2023
  • Table 90: Global Consumer/Personal Robotics Market Share by Industry Vertical 2018-2023
  • Table 87: Consumer/Personal Robotics Market by Region 2018-2023
  • Table 88: Consumer/Personal Robotics Market Share by Region 2018-2023
  • Table 93: APAC Consumer/Personal Robotics Market by Country 2018-2023
  • Table 94: APAC Consumer/Personal Robotics Market Share by Country 2018-2023
  • Table 95: North America Consumer/Personal Robotics Market by Country 2018-2023
  • Table 96: North America Consumer/Personal Robotics Market Share by Country 2018-2023
  • Table 97: Europe Consumer/Personal Robotics Market by Country 2018-2023
  • Table 98: Europe Consumer/Personal Robotics Market Share by Country 2018-2023
  • Table 99: MEA Consumer/Personal Robotics Market by Country 2018-2023
  • Table 100: MEA Consumer/Personal Robotics Market Share by Country 2018-2023
  • Table 101: Latin America Consumer/Personal Robotics Market by Country 2018-2023
  • Table 102: Latin America Consumer/Personal Robotics Market Share by Region 2018-2023
  • Table 103: Global Enterprise/Commercial Robotics Market by Segment 2018-2023
  • Table 104: Global Enterprise/Commercial Robotics Market Share by Segment 2018-2023
  • Table 105: Global Enterprise/Commercial Robotics Market by Hardware Type 2018-2023
  • Table 106: Global Enterprise/Commercial Robotics Market Share by Hardware Type 2018-2023
  • Table 107: Global Enterprise/Commercial Robotics Market by Device Type 2018-2023
  • Table 108: Global Enterprise/Commercial Robotics Market Share by Device Type 2018-2023
  • Table 109: Global Enterprise/Commercial Robotics Market by Wheeled Robot Type 2018-2023
  • Table 110: Global Enterprise/Commercial Robotics Market Share by Wheeled Robot Type 2018-2023
  • Table 111: Global Enterprise/Commercial Robotics Market by Legged Robot Type 2018-2023
  • Table 112: Global Enterprise/Commercial Robotics Market Share by Legged Robot Type 2018-2023
  • Table 113: Global Enterprise/Commercial Robotics Market by Component Type 2018-2023
  • Table 114: Global Enterprise/Commercial Robotics Market Share by Component Type 2018-2023
  • Table 115: Global Enterprise/Commercial Robotics Market by Drive System Component Type 2018-2023
  • Table 116: Global Enterprise/Commercial Robotics Market Share by Component Type 2018-2023
  • Table 117: Global Enterprise/Commercial Robotics Market by Software Type 2018-2023
  • Table 118: Global Enterprise/Commercial Robotics Market Share by Software Type 2018-2023
  • Table 119: Global Enterprise/Commercial Robotics Market by Embedded Software Type 2018-2023
  • Table 120: Global Enterprise/Commercial Robotics Market Share by Embedded Software Type 2018-2023
  • Table 121: Global Enterprise/Commercial Robotics Market by Cloud Software Type 2018-2023
  • Table 122: Global Enterprise/Commercial Robotics Market Share by Cloud Software Type 2018-2023
  • Table 123: Global Enterprise/Commercial Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 124: Global Enterprise/Commercial Robotics Market Share by Virtual Robot Software Type 2018-2023
  • Table 125: Global Enterprise/Commercial Robotics Software Market by Core Language 2018-2023
  • Table 126: Global Enterprise/Commercial Robotics Software Market by Core Language 2018-2023
  • Table 127: Global Enterprise/Commercial Robotics Market by Open Source vs. Proprietary Software 2018-2023
  • Table 128: Global Enterprise/Commercial Robotics Market Share by Open Source vs. Proprietary Software 2018-2023
  • Table 129: Global Enterprise/Commercial Robotics Market by Service Type 2018-2023
  • Table 130: Global Enterprise/Commercial Robotics Market Share by Service Type 2018-2023
  • Table 131: Global Enterprise/Commercial Robotics Market by Professional Service Type 2018-2023
  • Table 132: Global Enterprise/Commercial Robotics Market Share by Professional Service Type 2018-2023
  • Table 133: Global Enterprise/Commercial Robotics Market by AI Technology Type 2018-2023
  • Table 134: Global Enterprise/Commercial Robotics Market Share by AI Technology Type 2018-2023
  • Table 135: Global Enterprise/Commercial Robotics Market by Application Type 2018-2023
  • Table 136: Global Enterprise/Commercial Robotics Market Share by Application Type 2018-2023
  • Table 137: Global Enterprise/Commercial Robotics Market by Connectivity Type 2018-2023
  • Table 138: Global Enterprise/Commercial Robotics Market Share by Connectivity Type 2018-2023
  • Table 139: Global Enterprise/Commercial Robotics Market by Cellular Connectivity Type 2018-2023
  • Table 140: Global Enterprise/Commercial Robotics Market Share by Cellular Connectivity Type 2018-2023
  • Table 141: Global Enterprise/Commercial Robotics Market by Industry Vertical 2018-2023
  • Table 142: Global Enterprise/Commercial Robotics Market Share by Industry Vertical 2018-2023
  • Table 143: Enterprise/Commercial Robotics Market by Region 2018-2023
  • Table 144: Enterprise/Commercial Robotics Market Share by Region 2018-2023
  • Table 145: Europe Enterprise/Commercial Robotics Market by Country 2018-2023
  • Table 146: Europe Enterprise/Commercial Robotics Market Share by Country 2018-2023
  • Table 147: North America Enterprise/Commercial Robotics Market by Country 2018-2023
  • Table 148: North America Enterprise/Commercial Robotics Market Share by Country 2018-2023
  • Table 149: APAC Enterprise/Commercial Robotics Market by Country 2018-2023
  • Table 150: APAC Enterprise/Commercial Robotics Market Share by Country 2018-2023
  • Table 151: MEA Enterprise/Commercial Robotics Market by Country 2018-2023
  • Table 152: MEA Enterprise/Commercial Robotics Market Share by Country 2018-2023
  • Table 153: Latin America Enterprise/Commercial Robotics Market by Country 2018-2023
  • Table 154: Latin America Enterprise/Commercial Robotics Market Share by Region 2018-2023
  • Table 155: Global Military and Government Robotics Market by Segment 2018-2023
  • Table 156: Global Military and Government Robotics Market Share by Segment 2018-2023
  • Table 157: Global Military and Government Robotics Market by Hardware Type 2018-2023
  • Table 158: Global Military and Government Robotics Market Share by Hardware Type 2018-2023
  • Table 159: Global Military and Government Robotics Market by Device Type 2018-2023
  • Table 160: Global Military and Government Robotics Market Share by Device Type 2018-2023
  • Table 161: Global Military and Government Robotics Market by Wheeled Robot Type 2018-2023
  • Table 162: Global Military and Government Robotics Market Share by Wheeled Robot Type 2018-2023
  • Table 163: Global Military and Government Robotics Market by Legged Robot Type 2018-2023
  • Table 164: Global Military and Government Robotics Market Share by Legged Robot Type 2018-2023
  • Table 165: Global Military and Government Robotics Market by Component Type 2018-2023
  • Table 166: Global Military and Government Robotics Market Share by Component Type 2018-2023
  • Table 167: Global Military and Government Robotics Market by Drive System Component Type 2018-2023
  • Table 168: Global Military and Government Robotics Market Share by Component Type 2018-2023
  • Table 169: Global Military and Government Robotics Market by Software Type 2018-2023
  • Table 170: Global Military and Government Robotics Market Share by Software Type 2018-2023
  • Table 171: Global Military and Government Robotics Market by Embedded Software Type 2018-2023
  • Table 172: Global Military and Government Robotics Market Share by Embedded Software Type 2018-2023
  • Table 173: Global Military and Government Robotics Market by Cloud Software Type 2018-2023
  • Table 174: Global Military and Government Robotics Market Share by Cloud Software Type 2018-2023
  • Table 175: Global Military and Government Robotics Market by Virtual Robot Software Type 2018-2023
  • Table 176: Global Military and Government Robotics Market Share by Virtual Robot Software Type 2018-2023
  • Table 177: Global Military and Government Robotics Software Market by Core Language 2018-2023
  • Table 178: Global Military and Government Robotics Software Market by Core Language 2018-2023
  • Table 179: Global Military and Government Robotics Market by Open Source vs. Proprietary Software 2018-2023
  • Table 180: Global Military and Government Robotics Market Share by Open Source vs. Proprietary Software 2018-2023
  • Table 181: Global Military and Government Robotics Market by Service Type 2018-2023
  • Table 182: Global Military and Government Robotics Market Share by Service Type 2018-2023
  • Table 183: Global Military and Government Robotics Market by Professional Service Type 2018-2023
  • Table 184: Global Military and Government Robotics Market Share by Professional Service Type 2018-2023
  • Table 185: Global Military and Government Robotics Market by AI Technology Type 2018-2023
  • Table 186: Global Military and Government Robotics Market Share by AI Technology Type 2018-2023
  • Table 187: Global Military and Government Robotics Market by Application Type 2018-2023
  • Table 188: Global Military and Government Robotics Market Share by Application Type 2018-2023
  • Table 189: Global Military and Government Robotics Market by Connectivity Type 2018-2023
  • Table 190: Global Military and Government Robotics Market Share by Connectivity Type 2018-2023
  • Table 191: Global Military and Government Robotics Market by Cellular Connectivity Type 2018-2023
  • Table 192: Global Military and Government Robotics Market Share by Cellular Connectivity Type 2018-2023
  • Table 193: Global Military and Government Robotics Market by Platform Type 2018-2023
  • Table 194: Global Military and Government Robotics Market Share by Platform Type 2018-2023
  • Table 195: Global Military and Government Robotics Market by Industry Vertical 2018-2023
  • Table 196: Global Military and Government Robotics Market Share by Industry Vertical 2018-2023
  • Table 197: Military and Government Robotics Market by Region 2018-2023
  • Table 198: Military and Government Robotics Market Share by Region 2018-2023
  • Table 199: North America Military and Government Robotics Market by Country 2018-2023
  • Table 200: North America Military and Government Robotics Market Share by Country 2018-2023
  • Table 201: APAC Military and Government Robotics Market by Country 2018-2023
  • Table 202: APAC Military and Government Robotics Market Share by Country 2018-2023
  • Table 203: Europe Military and Government Robotics Market by Country 2018-2023
  • Table 204: Europe Military and Government Robotics Market Share by Country 2018-2023
  • Table 205: MEA Military and Government Robotics Market by Country 2018-2023
  • Table 206: MEA Military and Government Robotics Market Share by Country 2018-2023
  • Table 207: Latin America Military and Government Robotics Market by Country 2018-2023
  • Table 208: Latin America Military and Government Robotics Market Share by Region 2018-2023
  • Table 209: Global Robot Unit Shipment by Device Type 2018-2023
  • Table 210: Global Robot Unit Shipment Market Share by Device Type 2018-2023
  • Table 211: Global Robot Unit Shipment by Stationary Robot Type 2018-2023
  • Table 212: Global Robot Unit Shipment Market Share by Stationary Robot Type 2018-2023
  • Table 213: Global Robot Unit Shipment by Wheeled Robot Type 2018-2023
  • Table 214: Global Robot Unit Shipment Market Share by Wheeled Robot Type 2018-2023
  • Table 215: Global Robot Unit Shipment by Legged Robot Type 2018-2023
  • Table 216: Global Robot Unit Shipment Market Share by Legged Robot Type 2018-2023
  • Table 217: Global Robot Unit Shipment by Sector 2018-2023
  • Table 218: Global Robot Unit Shipment Market Share by Sector 2018-2023
  • Table 219: Global Consumer Robot Unit Shipment by Industry Vertical 2018-2023
  • Table 220: Global Consumer Robot Unit Shipment Market Share by Industry Vertical 2018-2023
  • Table 221: Global Industrial Robot Unit Shipment by Industry Vertical 2018-2023
  • Table 222: Global Industrial Robot Unit Shipment Market Share by Industry Vertical 2018-2023
  • Table 223: Global Enterprise Robot Unit Shipment by Industry Vertical 2018-2023
  • Table 224: Global Enterprise Robot Unit Shipment Market Share by Industry Vertical 2018-2023
  • Table 225: Global Military and Government Robot Unit Shipment by Industry Vertical 2018-2023
  • Table 226: Global Military and Government Robot Unit Shipment Market Share by Industry Vertical 2018-2023
  • Table 227: Robot Unit Shipment by Region 2018-2023
  • Table 228: Robot Unit Shipment Market Share by Region 2018-2023
  • Table 229: North America Robot Unit Shipment by Country 2018-2023
  • Table 230: North America Robot Unit Shipment Market Share by Country 2018-2023
  • Table 231: Europe Robot Unit Shipment by Country 2018-2023
  • Table 232: Europe Robot Unit Shipment Market Share by Country 2018-2023
  • Table 233: APAC Robot Unit Shipment by Country 2018-2023
  • Table 234: APAC Robot Unit Shipment Market Share by Country 2018-2023
  • Table 235: Middle East and Africa Robot Unit Shipment by Country 2018-2023
  • Table 236: Middle East and Africa Robot Unit Shipment Market Share by Country 2018-2023
  • Table 237: Latin America Robot Unit Shipment by Country 2018-2023
  • Table 238: Latin America Robot Unit Shipment Market Share by Country 2018-2023

5G and Robotics: Emerging Technologies, Solutions, Market Outlook and Forecasts

1. Introduction

  • 1.1. 5G Network Requirements and Roadmap
  • 1.2. 5G Mobile Services
  • 1.3. Robots
    • 1.3.1. Industrial Robotics
    • 1.3.2. Consumer Robotics
  • 1.4. Generation of Robotics
  • 1.5. 5G Enabled Autonomous Robots

2. 5G Robot Services

  • 2.1. Robot Based Service
    • 2.1.1. Cyber Physical System
  • 2.2. 5G Robot Service Types
    • 2.2.1. Teleoperation Service
    • 2.2.2. Smart Industrialization Service
  • 2.3. 5G Robot Service Requirements

3. Market Dynamics Analysis

  • 3.1. Growth Factors
    • 3.1.1. Proliferation of Connected Devices
    • 3.1.2. IoT Use Cases
    • 3.1.3. Software Defined Infrastructure
    • 3.1.4. Processing and Storage in Cloud
    • 3.1.5. Remote Operation
    • 3.1.6. Cognition as a Services
    • 3.1.7. Robot Sensors
    • 3.1.8. Use of Artificial Intelligence
    • 3.1.9. Mobile Cloud Robotics
    • 3.1.10. Robotics APIs 22
    • 3.1.11. Investment in 5G and Robotics
  • 3.2. Technology and Market Limitations

4. 5G Enabled Robotics Applications

  • 4.1. Healthcare Services
  • 4.2. Manufacturing Processes and Logistics
  • 4.3. Autonomous Vehicles
  • 4.4. Smart Factories
  • 4.5. Agriculture
  • 4.6. Private Security and Public Safety
  • 4.7. Retail Services
  • 4.8. Transportation
  • 4.9. Military Services

5. 5G Enabled Robotics Solution Providers

  • 5.1. Intel
  • 5.2. Asus
  • 5.3. Samsung
  • 5.4. Ericsson
  • 5.5. Nokia
  • 5.6. Honda Motors
  • 5.7. Adept Technology
  • 5.8. Lely Group
  • 5.9. Google
  • 5.10. Northrop Grumman Corporation
  • 5.11. Bluefin Robotics Corporation
  • 5.12. ABB Ltd
  • 5.13. Yaskawa Electric Corporation
  • 5.14. Amazon Robotics
  • 5.15. iRobot
  • 5.16. Auris Surgical Robotics
  • 5.17. 3D Robotics
  • 5.18. Paslin
  • 5.19. KUKA
  • 5.20. SoftBank
  • 5.21. RealDoll
  • 5.22. True Companion

6. 5G Enabled Autonomous Robot Forecasts

  • 6.1. Global Market Revenue
    • 6.1.1. Autonomous Robot Market
    • 6.1.2. 5G Enabled Autonomous Robot Market
    • 6.1.3. 5G Enabled Autonomous Robot Market by Categories
  • 6.2. Regional Market Revenue
    • 6.2.1. 5G Enabled Autonomous Robot by Region
    • 6.2.2. North America 5G Enabled Autonomous Robot Market by Categories
    • 6.2.3. Europe 5G Enabled Autonomous Robot Market by Categories
    • 6.2.4. APAC 5G Enabled Autonomous Robot Market by Categories

7. Conclusions and Recommendations

Figures

  • Figure 1: 5G Development and Roadmap
  • Figure 2: 5G Mobile Service Scenario
  • Figure 3: Six-axis Welding Robot
  • Figure 4: Automatic Vacuuming Consumer Device Roomba
  • Figure 5: Autonomous Soccer Robots
  • Figure 6: 5G Mobile Services, Robots, and Network Requirements
  • Figure 7: 5G Enabled IoT Healthcare Service
  • Figure 8: 5G Enabled Mobile Cloud Robotics Scenario
  • Figure 9: EU Funding in Robotics PPP and Other Objectives
  • Figure 10: Robot Based Remote Surgery Service
  • Figure 11: Robots Assembling in Auto Manufacturing Plant
  • Figure 12: Mobile Robot Driven Autonomous Car
  • Figure 13: High Fidelity Robotics Simulation in Smart Parking System
  • Figure 14: Robots Palletizing Food Products in Bakery
  • Figure 15: Robotics Enabled Machine Harvesting
  • Figure 16: 5G Enabled Private Security and Public Safety Services
  • Figure 17: Four Wheeler Autonomous Pizza Delivery Robots
  • Figure 18: 5G and Robot Enabled Smart Transportation Services
  • Figure 19: 5G Based Military Drone Operating Remotely
  • Figure 20: Combat Robot on Ground
  • Figure 21: Asus Zenbo Robot
  • Figure 22: Samsung Robotics Arm
  • Figure 23: Mobile Cloud Robotics Shuttling Materials
  • Figure 24: Nokia NRS -15 Welding Robot
  • Figure 25: Honda Robotics Products
  • Figure 26: Cobra SCARA, Parallel and Viper Six-Axis Robots
  • Figure 27: Automated Milking Robots
  • Figure 28: The Less Skynet-Y Robot
  • Figure 29: Advanced Explosive Ordnance Disposal Robotics System
  • Figure 30: ABB Robotics Product Feature and Robot Calculator
  • Figure 31: Yaskawa Robotics Product Line
  • Figure 32: Kiva Robots in Amazon Warehouse
  • Figure 33: 3D Robotics Solo Drone
  • Figure 34: Pepper Robot Taking MasterCard Payment
  • Figure 35: Global Autonomous Robot Market 2018-2030
  • Figure 36: Global 5G Enabled Autonomous Robot Market 2022-2030
  • Figure 37: Global 5G Enabled Autonomous Robot Market by Category 2022-2030
  • Figure 38: 5G Enabled Autonomous Robot Market by Region 2022-2030
  • Figure 39: North America 5G Enabled Autonomous Robot Market by Category 2022-2030
  • Figure 40: Europe 5G Enabled Autonomous Robot Market by Category 2022-2030
  • Figure 41: APAC 5G Enabled Autonomous Robot Market by Category 2022-2030

5G Technology Assessment, Market Outlook, and Forecasts 2018-2030

1. Executive Summary

2. Introduction to 5G Technology

  • 2.1. 5G Technology and Functionality
    • 2.1.1. Differences between 5G and 4G
  • 2.2. What 5G Technology can Offer?
  • 2.3. OSI Layers in 5G
    • 2.3.1. Physical and Medium Access Control Layer
    • 2.3.2. Network Layer
    • 2.3.3. Open Transport Protocol (OTA) Layer
    • 2.3.4. Application Layer
  • 2.4. 5G Motivation and Timeline
  • 2.5. 5G Spectrum Options and Utilization
  • 2.6. Elements of 5G
  • 2.7. 5G Challenges
    • 2.7.1. Technology Requirements and Service Characteristics
    • 2.7.2. Standardization
    • 2.7.3. Network Challenges
    • 2.7.4. Mobile Device Challenges
    • 2.7.5. Application Challenges
  • 2.8. Technological Requirements of 5G

3. 5G Enabling Technologies

  • 3.1. Massive MIMO
  • 3.2. Network Functions Virtualization (NFV)
  • 3.3. SDN and Virtualization
  • 3.4. Cognitive Radios (CRs) and Transmission Technologies
  • 3.5. Self-Organizing Networks (SONs)
  • 3.6. Communication, Navigation, Sensing and Services
  • 3.7. Cooperative Communication Functions
    • 3.7.1. Multi-Hop
    • 3.7.2. Caching
  • 3.8. Automated Network Organization
    • 3.8.1. Self-Configuration
    • 3.8.2. Automatic Neighbour Relation (ANR)
    • 3.8.3. Self-Healing
    • 3.8.4. Self-Organization
  • 3.9. Advanced traffic management
  • 3.10. Visible Light Communications (VLCs)
  • 3.11. Energy Efficiency
  • 3.12. Millimeter Wave (mmWave)
  • 3.13. Massive M2M Communications
  • 3.14. C-RAN Architecture
  • 3.15. HetNet Solutions
  • 3.16. H-CRAN Solutions
  • 3.17. Large-Scale Cooperative Spatial Signal Processing (LS-CSSP)
  • 3.18. SDR
  • 3.19. Spectrum and Satellite
  • 3.20. Drones, Robots, and High-altitude Balloons
  • 3.21. Next Gen Technology
    • 3.21.1. Cross Layer Controller
    • 3.21.2. Energy Aware
    • 3.21.3. Security

4. 5G Regulatory Contributions

  • 4.1. 5G Roadmap
    • 4.1.1. 5G Requirements 2018-2020
    • 4.1.2. 5G Wireless Subsystem 2018-2020
    • 4.1.3. Network Virtualization & Software Networks 2018-2020
    • 4.1.4. Converged Connectivity
  • 4.2. GSMA
  • 4.3. Ofcom UK
  • 4.4. METIS
  • 4.5. 5G PPP
  • 4.6. NGMN
  • 4.7. 4G Americas

5. 5G Service Applications in M2M and IoT Environment

  • 5.1. 5G Business Case
    • 5.1.1. Sharing Spectrum and Service Spectrum
  • 5.2. Potential 5G Application Use Cases
    • 5.2.1. Virtual Reality or Tactile Internet
    • 5.2.2. Autonomous Driving and Connected Cars
    • 5.2.3. Wireless Cloud-based Office and Multi-person Videoconferencing
    • 5.2.4. M2M Connectivity
    • 5.2.5. 50+ Mbps Everywhere
    • 5.2.6. High Speed Train
    • 5.2.7. Remote Computing
    • 5.2.8. Non-Stationary Hot Spots
    • 5.2.9. 3D Connectivity: Aircraft
    • 5.2.10. Smart Clothing
    • 5.2.11. Sensor Networks
    • 5.2.12. Natural Disaster
    • 5.2.13. Control Network for Robots
    • 5.2.14. eHealth
    • 5.2.15. 3D Connectivity: Drones
    • 5.2.16. Public Safety
    • 5.2.17. Context Aware Service
  • 5.3. Brand New Services Capability

6. 5G Ecosystem

  • 6.1. 5G Requirements
    • 6.1.1. User Driven Requirements
    • 6.1.2. Network Driven Requirements
  • 6.2. Stakeholder Analysis
  • 6.3. Stakeholder Expectation: KPI's of 5G Technology
    • 6.3.1. Performance Challenges
    • 6.3.2. System Level Challenges
  • 6.4. 5G Channel Model
  • 6.5. APIs and SLAs to External Actors
  • 6.6. Key Drivers
  • 6.7. Disruptive Capabilities
  • 6.8. Design Principles
  • 6.9. 5G Business Model
  • 6.10. 5G Value Proposition

7. 5G Standardization and Research

  • 7.1. Major Event
  • 7.2. Research, Development and Innovation
  • 7.3. Standardization Activities
  • 7.4. ITU Radio Communication Sector (ITU-R)
  • 7.5. 3GPP
    • 7.5.1. IMT 2020
    • 7.5.2. RAN Study
  • 7.6. GSMA
  • 7.7. NGMN Alliance
  • 7.8. TIA
  • 7.9. European Commission (EC)
    • 7.9.1. METIS
    • 7.9.2. 5G PPP
    • 7.9.3. 5G PPP Projects
    • 7.9.4. 5GNOW
  • 7.1. National Governments in Eastern Asia
    • 7.10.1. China IMT-2020
    • 7.10.2. Japan ARIB 20B AH
    • 7.10.3. Korea 5G Forum
    • 7.10.4. China's 863-5G Project
  • 7.11. Mobile Operator and Vendors
    • 7.11.1. SK Telecom and Ericsson
    • 7.11.2. Huawei and Samsung
    • 7.11.3. NTT DoCoMo and Multiple Vendors
    • 7.11.4. Turkcell and Ericsson
    • 7.11.5. 5G NORMA (Nokia and SK Telecom)
    • 7.11.6. Huawei and Ericsson
  • 7.12. FANTASTIC-5G
  • 7.13. 5GIC
  • 7.14. NYU WIRELESS

8. 5G Vendors and Company Analysis

  • 8.1. Ericsson
    • 8.1.1. 5G Collaboration and Commitment
    • 8.1.2. 5G Strategy and Use Cases
    • 8.1.3. 5G Trial Commitment
  • 8.2. Alcatel-Lucent
    • 8.2.1. 5G Research and Contributions
    • 8.2.2. 5G Strategy
    • 8.2.3. 5G Solutions
  • 8.3. Fujitsu
    • 8.3.1. 5G Strategy and Solutions
    • 8.3.2. 5G Contribution
    • 8.3.3. 5G Trial Commitment
  • 8.4. Huawei
    • 8.4.1. 5G Vision
    • 8.4.2. 5G Strategy
    • 8.4.3. 5G Collaboration and Contribution
  • 8.5. Intel
    • 8.5.1. 5G Strategy
    • 8.5.2. 5G Collaboration and Contribution
  • 8.6. NEC
    • 8.6.1. 5G Strategy
    • 8.6.2. 5G Contribution
    • 8.6.3. 5G Trial Commitment
  • 8.7. Samsung
    • 8.7.1. 5G Strategy and Vision
    • 8.7.2. 5G Contribution
    • 8.7.3. 5G Collaboration
    • 8.7.4. 5G Trial Commitment
  • 8.8. ZTE
    • 8.8.1. 5G Strategy
    • 8.8.2. 5G Contribution
    • 8.8.3. 5G Trial Commitment
  • 8.9. Qualcomm
    • 8.9.1. 5G Strategy
    • 8.9.2. 5G Contribution
  • 8.1. Nokia Networks
    • 8.10.1. 5G Vision
    • 8.10.2. 5G Strategy
    • 8.10.3. 5G Contribution and Collaboration
    • 8.10.4. 5G Trial Commitment
  • 8.11. China Mobile
    • 8.11.1. 5G Contribution
  • 8.12. Deutsche Telekom
    • 8.12.1. 5G Contribution
  • 8.13. NTT DoCoMo
    • 8.13.1. 5G Contribution
  • 8.14. SK telecom
    • 8.14.1. 5G Contribution
  • 8.15. Broadcom
    • 8.15.1. 5G Contribution
  • 8.16. LG U+
  • 8.17. SingTel

9. 5G Investment and Subscription Forecast

  • 9.1. Global 5G R&D and Trial Investments 2018-2030
    • 9.1.1. 5G Investment by Category 2018-2020 vs. 2020-2030
  • 9.2. LTE Advance and 5G Subscription 2020-2030
  • 9.3. 5G Only Subscription 2022-2030
    • 9.3.1. 5G Only Subscriptions by Regions 2022-2030
  • 9.4. Mobile Operators' 5G Expectation 2015
    • 9.4.1. Network Level Expectation
    • 9.4.2. Spectrum Usage Expectation
    • 9.4.3. Service Level Expectation
    • 9.4.4. 5G Development by Regions
    • 9.4.5. 5G Commercial Launching
  • 9.5. Data Traffic, Video, and Download Speed Projection 2020-2030
  • 9.6. 5G Investment Case Analysis
    • 9.6.1. European Commission
    • 9.6.2. Huawei
    • 9.6.3. South Korea
    • 9.6.4. ZTE
    • 9.6.5. Horizon 2020
  • 9.7. Quantum Technology and 6G Investment Analysis

10. 5G Implication for Telecom Industry

  • 10.1. Spectrum and Coverage Implications
  • 10.2. One Millisecond Latency
  • 10.3. Business Opportunities

11. Conclusions and Recommendations

  • 11.1. End-to-End Ecosystem
  • 11.2. 5G Considerations
    • 11.2.1. 5G Arrival Depends on Specifications and Adoption
    • 11.2.2. New RAN will Improve Mobile Networks
    • 11.2.3. Immediate Technological Developments
    • 11.2.4. LTE May Slow Down 5G Growth
    • 11.2.5. Use of Governmental Interest and Resources
    • 11.2.6. More Sustainable Operator Investment Model in Terms of Capacity
  • 11.3. 5G Value Creation
    • 11.3.1. For Consumers
    • 11.3.2. For Enterprises
    • 11.3.3. For Verticals
    • 11.3.4. For 3rd Party Partners
  • 11.4. Recommendations for Value Chain Partners
    • 11.4.1. Disruptive Network Architecture
    • 11.4.2. Access
    • 11.4.3. System Level Principles
    • 11.4.4. Right Business Model
    • 11.4.5. Stakeholder Community
    • 11.4.6. Policy and Standardization Framework
    • 11.4.7. Communication Service Providers (CSP)

12. Appendix: The role and Importance of HetNets in 5G

Figures

  • Figure 1: Core Differences between 5G and 4G
  • Figure 2: Sample Specifications for 5G
  • Figure 3: Conceptual 5G Mobile Device
  • Figure 4: Mobile Terminal Network Layer in 5G Networks
  • Figure 5: 5G Timeline 2008-2021
  • Figure 6: 5G Challenges: Mobile SoC Performance vs. Energy Efficiency
  • Figure 7: 5G Technological Components
  • Figure 8: Massive MIMO Concept
  • Figure 9: NFV in H-RAN Solution
  • Figure 10: SDN Architecture
  • Figure 11: SDN Supporting Layers
  • Figure 12: Self-Organizing Networks (SONs) in H-RAN
  • Figure 13: H-RAN Application of 5G Systems
  • Figure 14: Centralized and Distribution LS-CSSP in H-CRANs
  • Figure 15: Software Defined Radio Network
  • Figure 16: Hybrid Architecture of SDN & SDR in 5G Network
  • Figure 17: Role of Satellite in 5G Communication System
  • Figure 18: METIS Regulatory Consortium
  • Figure 19: METIS Regulatory Framework
  • Figure 20: 5G Service Application Areas
  • Figure 21: Potential 5G Service Chart and Bandwidth and Latency Requirements
  • Figure 22: New Service Capabilities in 5G Environment
  • Figure 23: 5G Disruptive Capabilities
  • Figure 24: Performance Indicators of Disruptive Capabilities in 5G Network
  • Figure 25: 5G Network Design Architecture and Service Division
  • Figure 26: 5G Business Models
  • Figure 27: Key 5G Initiatives and Development Timeline 2012-2020
  • Figure 28: 5G Exploration to Development Phases 2014-2020
  • Figure 29: 5G Standardization Roadmap 2014-2024
  • Figure 30: 3GPP 5G Timeline
  • Figure 31: METIS HTs Structure
  • Figure 32: METIS WPs Structure
  • Figure 33: National 863 5G Project Phases 2013-2015
  • Figure 34: 863 5G Project Promotional Framework
  • Figure 35: Ericsson 5G Collaboration and Work 2013-2021
  • Figure 36: Ericsson 5G Strategy Chart
  • Figure 37: Ericsson 5G Vision for Broadband
  • Figure 38: Ericsson 5G Vision for Smart Transport and Infrastructure
  • Figure 39: Ericsson 5G Vision for Media
  • Figure 40: Ericsson 5G Vision for Remote Devices
  • Figure 41: Ericsson 5G Vision for IoT
  • Figure 42: Alcatel-Lucent 5G Timeline
  • Figure 43: Alcatel-Lucent 5G Programmable Networking Framework
  • Figure 44: Alcatel-Lucent 5G Solutions
  • Figure 45: Fujitsu 5G Network Configurations and WLAN
  • Figure 46: Huawei 5G Service and Scenario Vision
  • Figure 47: Huawei 5G All-spectrum access RAN
  • Figure 48: Intel 5G Vision
  • Figure 49: NEC 5G Vision
  • Figure 50: NEC's Virtualization of Cell Concept
  • Figure 51: Architecture of Massive-Element Antenna
  • Figure 52: Samsung's 5G Service Vision
  • Figure 53: Samsung Rainbow Requirements
  • Figure 54: Samsung's FD-MIMO Concept
  • Figure 55: Samsung's Reconfigurable 5G Phased-array Antenna
  • Figure 56: Samsung's 5G Timeline
  • Figure 57: Samsung's 5G Trial Drive 2014
  • Figure 58: ZTE's Three Dimensional 5G Vision
  • Figure 59: Qualcomm 5G Scalability Chart
  • Figure 60: Qualcomm 5G Connectivity Design
  • Figure 61: Qualcomm Unified Platform Dimensions
  • Figure 62: Qualcomm 5G Timeline 2015-2022
  • Figure 63: Qualcomm 5G Business Model
  • Figure 64: Qualcomm Model to Leverage 4G Investment
  • Figure 65: Nokia 5G Vision and Requirements
  • Figure 66: Nokia 5G Network Design of Functional Requirement
  • Figure 67: NTT DoCoMo 5G Experimental Trial
  • Figure 68: Global 5G Investment (R&D and Trial) in $billion 2015-2030
  • Figure 69: 5G Investments (Large Scale, Lab R&D, Test Bed) 2015/2020/2030
  • Figure 70: Global LTE Advance and 5G Subscription in Billion 2020-2030
  • Figure 71: Global 5G Only Subscription in Billion 2022-2030
  • Figure 72: Latency Comparison between LTE and 5G
  • Figure 73: End to End 5G Ecosystem
  • Figure 74: Total Global Mobile Operator 4G CAPEX Forecast 2009-2020
  • Figure 75: 5G Value Creation Capabilities

Tables

  • Table 1: OSl Layers by Category
  • Table 2: 5G Spectrum Band Options, Merits and Licenses
  • Table 3: MTC features in 3GPP Standard
  • Table 4: Roadmap for 5G Requirements 2018-2020
  • Table 5: Roadmap for 5G Wireless Subsystem 2018-2020
  • Table 6: Roadmap for Virtualization and Software Networks 2018-2020
  • Table 7: Roadmap for Converged Connectivity 2018-2020
  • Table 8: 5G PPP 19 Projects
  • Table 9: 5G Only Subscription APAC vs. NA vs. Europe vs. Others 2022-2030
  • Table 10: Mobile Operators' 5G Expectations
  • Table 11: Mobile Operators' Expectations of 5G Spectrum
  • Table 12: Mobile Operators' Expectation of 5G Service Levels
  • Table 13: Mobile Operators' Expectations of 5G Deployment by Region
  • Table 14: Mobile Operators' 5G Commercial Launch Expectations

5G Network Slicing 2018-2025

1. Executive Summary

2. Introduction

  • 2.1. Network Slicing
  • 2.2. Enabling Technologies
    • 2.2.1. Software Defined Networks (SDN)
    • 2.2.2. Network Function Virtualization (NFV)
    • 2.2.3. SDN and NFV Synergies for 5G Service Classes

3. 5G Network Slicing Market Analysis and Forecasts

  • 3.1. Global Market Forecast 2018-2025
    • 3.1.1. Total 5G Network Slicing Market
    • 3.1.2. 5G Network Slicing Market by Segment
    • 3.1.3. 5G Network Slicing Market by RF Spectrum Bands
    • 3.1.4. 5G Network Slicing Application Market
    • 3.1.5. 5G Network Slicing Market by Industry Vertical
  • 3.2. Regional Market Forecast 2018-2025
    • 3.2.1. 5G Network Slicing Market by Region
    • 3.2.2. North America 5G Network Slicing Market
    • 3.2.3. Europe 5G Network Slicing Market
    • 3.2.4. APAC 5G Network Slicing Market
    • 3.2.5. MEA 5G Network Slicing Market
    • 3.2.6. Latin America 5G Network Slicing Market

4. Conclusions and Recommendations

Figures

  • Figure 1: Network Slicing Model
  • Figure 2: Software Defined Network Architecture
  • Figure 3: Network Function Virtualization Options
  • Figure 4: Global 5G Network Slicing Market 2018-2025
  • Figure 5: 5G Network Slicing Growth Outlook 2018-2025
  • Figure 6: Market Share: 5G Network Slicing Market by Region
  • Figure 7: Market Share: 5G Network Slicing Market by North America Country
  • Figure 8: Market Share: 5G Network Slicing Market by Europe Country
  • Figure 9: Market Share: 5G Network Slicing Market by MEA Country
  • Figure 10: Market Share: 5G Network Slicing Market by Latin America Country

Tables

  • Table 1: Global 5G Network Slicing Market by Segment 2018-2025
  • Table 2: Market Share: 5G Network Slicing Market by Segment
  • Table 3: Global 5G Network Slicing Market by Technology Solution Type 2018-2025
  • Table 4: Market Share: 5G Network Slicing Market by Technology Solution
  • Table 5: Global 5G Network Slicing Market by RF Components Type 2018-2025
  • Table 6: Market Share: 5G Network Slicing Market by Technology Solution
  • Table 7: Global 5G Network Slicing Market by Service Type 2018-2025
  • Table 8: Market Share: 5G Network Slicing Market by Managed vs. Professional Service
  • Table 9: Global 5G Network Slicing Market by Professional Service Type 2018-2025
  • Table 10: Market Share: 5G Network Slicing Market by Professional Service Type
  • Table 11: Global 5G Network Slicing Service Market by Network Management Type 2018-2025
  • Table 12: Market Share: 5G Network Slicing Service Market by Network Management
  • Table 13: Global 5G Network Slicing QoE (Quality of Experience) Service Market by Clients 2018-2025
  • Table 14: Market Share: 5G Network Slicing QoE (Quality of Experience) Client Service Market
  • Table 15: Global 5G Network Slicing Service Market by Slicing Management Type 2018-2025
  • Table 16: Market Share: 5G Network Slicing Management Service Market
  • Table 17: Global 5G Network Slicing Service Market by Network Slice Life Cycle Management Type 2018-2025
  • Table 18: Market Share: 5G Network Slicing Life Cycle Management Service Market
  • Table 19: Global 5G Network Slicing Service Market by Configuration Management Type 2018-2025
  • Table 20: Market Share: 5G Network Slicing Configuration Management Service Market
  • Table 21: Global 5G Network Slicing Service Market by Performance Management Type 2018-2025
  • Table 22: Market Share: 5G Network Slicing Performance Management Service Market
  • Table 23: Global 5G Network Slicing Service Market by SLA Clients 2018-2025
  • Table 24: Market Share: 5G Network Slicing SLA Service Clients Market
  • Table 25: Global 5G Network Slicing Service Market by Network Orchestration Type 2018-2025
  • Table 26: Market Share: 5G Network Slicing Network Orchestration Service Market
  • Table 27: Global 5G Network Slicing Market by RF Spectrum Bands 2018-2025
  • Table 28: Market Share: 5G Network Slicing Market by RF Spectrum Bands
  • Table 29: Global 5G Network Slicing Market by Application Sector 2018-2025
  • Table 30: Market Share: 5G Network Slicing Application Market
  • Table 31: Global 5G Network Slicing Market by Consumer IoT Application Type 2018-2025
  • Table 32: Market Share: 5G Network Slicing Consumer IoT Application Market
  • Table 33: Global 5G Network Slicing Market by Enterprise/Industrial IoT Application Type 2018-2025
  • Table 34: Market Share: 5G Network Slicing Enterprise/Industrial IoT Application Market
  • Table 35: Global 5G Network Slicing Market by Smart Manufacturing Application Type 2018-2025
  • Table 36: Market Share: 5G Network Slicing Smart Manufacturing Application Market
  • Table 37: Global 5G Network Slicing Market by Industry Vertical 2018-2025
  • Table 38: Market Share: 5G Network Slicing Market by Industry Vertical
  • Table 39: 5G Network Slicing Market by Region 2018-2025
  • Table 40: North America 5G Network Slicing Market by Segment 2018-2025
  • Table 41: North America 5G Network Slicing Market by Technology Solution Type 2018-2025
  • Table 42: North America 5G Network Slicing Market by RF Components Type 2018-2025
  • Table 43: North America 5G Network Slicing Market by Service Type 2018-2025
  • Table 44: North America 5G Network Slicing Market by Professional Service Type 2018-2025
  • Table 45: North America 5G Network Slicing Service Market by Network Management Type 2018-2025
  • Table 46: North America 5G Network Slicing QoE Service Market by Clients 2018-2025
  • Table 47: North America 5G Network Slicing Service Market by Slicing Management Type 2018-2025
  • Table 48: North America 5G Network Slicing Service Market by Network Slice Life Cycle Management Type 2018-2025
  • Table 49: North America 5G Network Slicing Service Market by Configuration Management Type 2018-2025
  • Table 50: North America 5G Network Slicing Service Market by Performance Management Type 2018-2025
  • Table 51: North America 5G Network Slicing Service Market by SLA Clients 2018-2025
  • Table 52: North America 5G Network Slicing Service Market by Network Orchestration Type 2018-2025
  • Table 53: North America 5G Network Slicing Market by RF Spectrum Bands 2018-2025
  • Table 54: North America 5G Network Slicing Market by Application Sector 2018-2025
  • Table 55: North America 5G Network Slicing Market by Consumer IoT Application Type 2018-2025
  • Table 56: North America 5G Network Slicing Market by Enterprise/Industrial IoT Application Type 2018-2025
  • Table 57: North America 5G Network Slicing Market by Smart Manufacturing Application Type 2018-2025
  • Table 58: North America 5G Network Slicing Market by Industry Vertical 2018-2025
  • Table 59: North America 5G Network Slicing Market by Country 2018-2025
  • Table 60: Europe 5G Network Slicing Market by Segment 2018-2025
  • Table 61: Europe 5G Network Slicing Market by Technology Solution Type 2018-2025
  • Table 62: Europe 5G Network Slicing Market by RF Components Type 2018-2025
  • Table 63: Europe 5G Network Slicing Market by Service Type 2018-2025
  • Table 64: Europe 5G Network Slicing Market by Professional Service Type 2018-2025
  • Table 65: Europe 5G Network Slicing Service Market by Network Management Type 2018-2025
  • Table 66: Europe 5G Network Slicing QoE Service Market by Clients 2018-2025
  • Table 67: Europe 5G Network Slicing Service Market by Slicing Management Type 2018-2025
  • Table 68: Europe 5G Network Slicing Service Market by Network Slice Life Cycle Management Type 2018-2025
  • Table 69: Europe 5G Network Slicing Service Market by Configuration Management Type 2018-2025
  • Table 70: Europe 5G Network Slicing Service Market by Performance Management Type 2018-2025
  • Table 71: Europe 5G Network Slicing Service Market by SLA Clients 2018-2025
  • Table 72: Europe 5G Network Slicing Service Market by Network Orchestration Type 2018-2025
  • Table 73: Europe 5G Network Slicing Market by RF Spectrum Bands 2018-2025
  • Table 74: Europe 5G Network Slicing Market by Application Sector 2018-2025
  • Table 75: Europe 5G Network Slicing Market by Consumer IoT Application Type 2018-2025
  • Table 76: Europe 5G Network Slicing Market by Enterprise/Industrial IoT Application Type 2018-2025
  • Table 77: Europe 5G Network Slicing Market by Smart Manufacturing Application Type 2018-2025
  • Table 78: Europe 5G Network Slicing Market by Industry Vertical 2018-2025
  • Table 79: Europe 5G Network Slicing Market by Country 2018-2025
  • Table 80: APAC 5G Network Slicing Market by Segment 2018-2025
  • Table 81: APAC 5G Network Slicing Market by Technology Solution Type 2018-2025
  • Table 82: APAC 5G Network Slicing Market by RF Components Type 2018-2025
  • Table 83: APAC 5G Network Slicing Market by Service Type 2018-2025
  • Table 84: APAC 5G Network Slicing Market by Professional Service Type 2018-2025
  • Table 85: APAC 5G Network Slicing Service Market by Network Management Type 2018-2025
  • Table 86: APAC 5G Network Slicing QoE Service Market by Clients 2018-2025
  • Table 87: APAC 5G Network Slicing Service Market by Slicing Management Type 2018-2025
  • Table 88: APAC 5G Network Slicing Service Market by Network Slice Life Cycle Management Type 2018-2025
  • Table 89: APAC 5G Network Slicing Service Market by Configuration Management Type 2018-2025
  • Table 90: APAC 5G Network Slicing Service Market by Performance Management Type 2018-2025
  • Table 91: APAC 5G Network Slicing Service Market by SLA Clients 2018-2025
  • Table 92: APAC 5G Network Slicing Service Market by Network Orchestration Type 2018-2025
  • Table 93: APAC 5G Network Slicing Market by RF Spectrum Bands 2018-2025
  • Table 94: APAC 5G Network Slicing Market by Application Sector 2018-2025
  • Table 95: APAC 5G Network Slicing Market by Consumer IoT Application Type 2018-2025
  • Table 96: APAC 5G Network Slicing Market by Enterprise/Industrial IoT Application Type 2018-2025
  • Table 97: APAC 5G Network Slicing Market by Smart Manufacturing Application Type 2018-2025
  • Table 98: APAC 5G Network Slicing Market by Industry Vertical 2018-2025
  • Table 99: APAC 5G Network Slicing Market by Country 2018-2025
  • Table 100: Market Share: 5G Network Slicing Market by APAC Country
  • Table 101: MEA 5G Network Slicing Market by Segment 2018-2025
  • Table 102: MEA 5G Network Slicing Market by Technology Solution Type 2018-2025
  • Table 103: MEA 5G Network Slicing Market by RF Components Type 2018-2025
  • Table 104: MEA 5G Network Slicing Market by Service Type 2018-2025
  • Table 105: MEA 5G Network Slicing Market by Professional Service Type 2018-2025
  • Table 106: MEA 5G Network Slicing Service Market by Network Management Type 2018-2025
  • Table 107: MEA 5G Network Slicing QoE Service Market by Clients 2018-2025
  • Table 108: MEA 5G Network Slicing Service Market by Slicing Management Type 2018-2025
  • Table 109: MEA 5G Network Slicing Service Market by Network Slice Life Cycle Management Type 2018-2025
  • Table 110: MEA 5G Network Slicing Service Market by Configuration Management Type 2018-2025
  • Table 111: MEA 5G Network Slicing Service Market by Performance Management Type 2018-2025
  • Table 112: ME&A 5G Network Slicing Service Market by SLA Clients 2018-2025
  • Table 113: MEA 5G Network Slicing Service Market by Network Orchestration Type 2018-2025
  • Table 114: MEA 5G Network Slicing Market by RF Spectrum Bands 2018-2025
  • Table 115: MEA 5G Network Slicing Market by Application Sector 2018-2025
  • Table 116: MEA 5G Network Slicing Market by Consumer IoT Application Type 2018-2025
  • Table 117: MEA 5G Network Slicing Market by Enterprise/Industrial IoT Application Type 2018-2025
  • Table 118: MEA 5G Network Slicing Market by Smart Manufacturing Application Type 2018-2025
  • Table 119: MEA 5G Network Slicing Market by Industry Vertical 2018-2025
  • Table 120: MEA 5G Network Slicing Market by Country 2018-2025
  • Table 121: Latin America 5G Network Slicing Market by Segment 2018-2025
  • Table 122: Latin America 5G Network Slicing Market by Technology Solution Type 2018-2025
  • Table 123: Latin America 5G Network Slicing Market by RF Components Type 2018-2025
  • Table 124: Latin America 5G Network Slicing Market by Service Type 2018-2025
  • Table 125: Latin America 5G Network Slicing Market by Professional Service Type 2018-2025
  • Table 126: Latin America 5G Network Slicing Service Market by Network Management Type 2018-2025
  • Table 127: Latin America 5G Network Slicing QoE Service Market by Clients 2018-2025
  • Table 128: Latin America 5G Network Slicing Service Market by Slicing Management Type 2018-2025
  • Table 129: Latin America 5G Network Slicing Service Market by Network Slice Life Cycle Management Type 2018-2025
  • Table 130: Latin America 5G Network Slicing Service Market by Configuration Management Type 2018-2025
  • Table 131: Latin America 5G Network Slicing Service Market by Performance Management Type 2018-2025
  • Table 132: Latin America 5G Network Slicing Service Market by SLA Clients 2018-2025
  • Table 133: Latin America 5G Network Slicing Service Market by Network Orchestration Type 2018-2025
  • Table 134: Latin America 5G Network Slicing Market by RF Spectrum Bands 2018-2025
  • Table 135: Latin America 5G Network Slicing Market by Application Sector 2018-2025
  • Table 136: Latin America 5G Network Slicing Market by Consumer IoT Application Type 2018-2025
  • Table 137: Latin America 5G Network Slicing Market by Enterprise/Industrial IoT Application Type 2018-2025
  • Table 138: Latin America 5G Network Slicing Market by Smart Manufacturing Application Type 2018-2025
  • Table 139: Latin America 5G Network Slicing Market by Industry Vertical 2018-2025
  • Table 140: Latin America 5G Network Slicing Market by Country 2018-2025

Multi-access Edge Computing (MEC): Market Outlook and Forecasts 2018-2023

1. Executive Summary

2. Introduction

  • 2.1. Understanding Multi-access Edge Computing
    • 2.1.1. Edge Computing in an ICT Context
    • 2.1.2. Proximity Computing: The Edge in Physical and Logical Context
    • 2.1.3. Edge Computing vs. Other Computational Approaches
    • 2.1.4. Multi-access Edge Computing
  • 2.2. Important Characteristics of MEC
    • 2.2.1. Processing at the Edge
    • 2.2.2. Low Latency
    • 2.2.3. Context Based
    • 2.2.4. Location and Analytics
  • 2.3. MEC Benefits
    • 2.3.1. Business Benefits
    • 2.3.2. Technical Benefits
    • 2.3.3. Mobile Network Operator Benefits
    • 2.3.4. Key Element of Carrier Heterogeneous Network Strategy

3. MEC Technology, Platforms, and Architecture

  • 3.1. MEC Platform Architecture Building Blocks
    • 3.1.1. MEC Infrastructure
    • 3.1.2. MEC Application Platforms
    • 3.1.3. MEC Management Framework
  • 3.2. The Edge Cloud Computing Value Chain
  • 3.3. MEC Technology Building Blocks
    • 3.3.1. Radio Network Information Service
    • 3.3.2. Traffic Offload Function
    • 3.3.3. MEC Interfaces
    • 3.3.4. Configuration Management
    • 3.3.5. Application Lifecycle Management
    • 3.3.6. VM Operations and Management
    • 3.3.7. Hardware Virtualization and Infrastructure Management
    • 3.3.8. Core Network Elements
    • 3.3.9. Open Standards
  • 3.4. MEC Technology Enablers
    • 3.4.1. Mobile Computing to Mobile Cloud Computing
    • 3.4.2. Cloudlet based Mobile Cloud Computing
    • 3.4.3. Cloudlet to Cloud
    • 3.4.4. PacketCloud Open Platform for Cloudlets
    • 3.4.5. Enterprise Cloud Architecture
    • 3.4.6. Cloudlet Solutions
    • 3.4.7. Cloudlet Storage Frameworks
  • 3.5. MEC Deployment Considerations
    • 3.5.1. MEC Implementation Challenges
    • 3.5.2. MEC Operational Challenges

4. MEC Market Drivers and Opportunities

  • 4.1. Limitations of Cloud Convergence
  • 4.2. IT and Telecom Network Convergence
  • 4.3. Base Station Evolution
  • 4.4. Cell Aggregation
  • 4.5. Virtualization in the Cloud
  • 4.6. Continually Improving Server Capacity
  • 4.7. Data Center to Network Interactions
  • 4.8. Open and Flexible App and Service Ecosystem
  • 4.9. Fifth Generation (5G) Wireless
  • 4.10. Edge Cloud and Data Transferability
  • 4.11. Proximate Cloud Computing
  • 4.12. Increasingly Faster Content Delivery
  • 4.13. Advantages of MEC Small Cell Deployment
  • 4.14. Overall Mobile Data Demand
  • 4.15. Low Latency Applications
  • 4.16. Integration of MEC with Cloud RAN
  • 4.17. MEC Enhances Real-time Data and Analytics
    • 4.17.1. Why Data at the Edge?
    • 4.17.2. Convergence of Distributed Cloud and Big Data

5. MEC Ecosystem

  • 5.1. The Overall Edge Computing Ecosystem
  • 5.2. MEC Ecosystem Players
    • 5.2.1. ETSI MEC ISG
    • 5.2.2. Software and ASPs
    • 5.2.3. OTT Service and Content Providers
    • 5.2.4. Network Infrastructure and Equipment Providers
    • 5.2.5. Mobile Network Operators
  • 5.3. Individual Company Analysis
    • 5.3.1. ADLINK Technology Inc.
    • 5.3.2. Advantech
    • 5.3.3. Akamai Technologies
    • 5.3.4. Allot Communications
    • 5.3.5. Advanced Micro Devices
    • 5.3.6. Brocade Communications Systems
    • 5.3.7. Cavium Networks
    • 5.3.8. Ceragon Networks
    • 5.3.9. Cisco Systems
    • 5.3.10. Fujitsu Technology Solutions
    • 5.3.11. Hewlett Packard Enterprise
    • 5.3.12. Huawei Technologies Co. Ltd
    • 5.3.13. IBM Corporation
    • 5.3.14. Integrated Device Technology
    • 5.3.15. Intel Corporation
    • 5.3.16. InterDigital Inc.
    • 5.3.17. Juniper Networks
    • 5.3.18. NEC Corporation
    • 5.3.19. Nokia Corporation
    • 5.3.20. PeerApp Ltd.
    • 5.3.21. Quortus
    • 5.3.22. Redhat, Inc.
    • 5.3.23. Saguna Networks
    • 5.3.24. Samsung Electronics Co., Ltd
    • 5.3.25. Sony Corporation
    • 5.3.26. SpiderCloud Wireless
    • 5.3.27. Vasona Networks
    • 5.3.28. Xilinx, Inc.
    • 5.3.29. Yaana Ltd.
    • 5.3.30. ZTE Corporation

6. MEC Application and Service Strategies

  • 6.1. Optimizing the Mobile Cloud
    • 6.1.1. Mobile Network Operator Strategies
    • 6.1.2. Service Strategies and End-user Demand
  • 6.2. Context Aware Services
    • 6.2.1. Commerce
    • 6.2.2. Education
    • 6.2.3. Gaming
    • 6.2.4. Healthcare
    • 6.2.5. Location-based Services
    • 6.2.6. Public Safety
    • 6.2.7. Connected Vehicles
    • 6.2.8. Wearables
  • 6.1. Data Services and Analytics
    • 6.1.1. Localized Real-time Data Becomes King
    • 6.1.2. Anonymizing Local and Real-time Data for Third-party Usage
    • 6.1.3. Increasing Demand for Data as a Service (DaaS) in MEC Environment

7. MEC Market Forecasts 2018-2023

  • 7.1. Global Market 2018-2023
    • 7.1.1. Combined MEC Market
    • 7.1.2. MEC Market by Segment
      • 7.1.2.1. MEC Cloud Server Market
      • 7.1.2.2. MEC Equipment Market
      • 7.1.2.3. MEC Platform Market
      • 7.1.2.4. MEC Software and API Market
      • 7.1.2.5. MEC Service Market
    • 7.1.3. MEC Enterprise CAPEX and OPEX Spend
    • 7.1.4. MEC Network Migration
    • 7.1.5. MEC Enterprise Adoption
  • 7.2. MEC Regional Market 2018-2023
    • 7.2.1. North America Market Forecast
    • 7.2.2. APAC Market Forecasts
    • 7.2.3. Europe Market Forecast
  • 7.3. MEC Network Users/Devices 2018-2023
    • 7.3.1. Global MEC Network Users/Devices
    • 7.3.2. MEC Network User by Supporting Network
    • 7.3.3. Regional MEC Network User
      • 7.3.3.1. North America User
      • 7.3.3.2. APAC User
      • 7.3.3.3. Europe User

8. Conclusions and Recommendations

  • 8.1. Anticipated Market Needs and Opportunities
    • 8.1.1. The need for MEC Integration with Public Cloud Platforms
    • 8.1.2. Enterprise (Dedicated and Shared Resources) MEC Integration
    • 8.1.3. Dedicated MEC Public Safety and Homeland Security Infrastructure
  • 8.2. Insights into Future Market Dynamics
    • 8.2.1. MEC will Facilitate Downward Price Pressure on Non-real-time Data
    • 8.2.2. MEC will Drive Demand for Virtual Network Operators
    • 8.2.3. MEC will Drive the Need for New Players as well as M&A

9. Appendix: Real-time Data Analytics Revenue 2018-2023

  • 9.1. Global Streaming Data Analytics Revenue
  • 9.2. Global Real-time Data Analytics Revenue by App, Software, and Services
  • 9.3. Global Real-time Data Analytics Revenue in Industry Verticals
    • 9.3.1. Real-time Data Analytics Revenue in Retail
      • 9.3.1.1. Real-time Data Analytics Revenue by Retail Segment
      • 9.3.1.2. Real-time Data Analytics Retail Revenue by App, Software, and Service
    • 9.3.2. Real-time Data Analytics Revenue in Telecom and IT
      • 9.3.2.1. Real-time Data Analytics Revenue by Telecom and IT Segment
      • 9.3.2.2. Real-time Data Analytics Revenue by Telecom and IT App, Software, and Service
    • 9.3.3. Real-time Data Analytics Revenue in Energy and Utility
      • 9.3.3.1. Real-time Data Analytics Revenue by Energy and Utility Segment
      • 9.3.3.2. Real-time Data Analytics Energy and Utilities Revenue by App, Software, and Service
    • 9.3.4. Real-time Data Analytics Revenue in Government
      • 9.3.4.1. Real-time Data Analytics Revenue by Government Segment
      • 9.3.4.2. Real-time Data Analytics Government Revenue by App, Software, and Service
    • 9.3.5. Real-time Data Analytics Revenue in Healthcare and Life Science
      • 9.3.5.1. Real-time Data Analytics Revenue by Healthcare Segment
    • 9.3.6. Real-time Data Analytics Revenue in Manufacturing
      • 9.3.6.1. Real-time Data Analytics Revenue by Manufacturing Segment
      • 9.3.6.2. Real-time Data Analytics Manufacturing Revenue by App, Software, and Service
    • 9.3.7. Real-time Data Analytics Revenue in Transportation and Logistics
      • 9.3.7.1. Real-time Data Analytics Revenue by Transportation and Logistics Segment
      • 9.3.7.2. Real-time Data Analytics Transportation and Logistics Revenue by App, Software, and Service
    • 9.3.8. Real-time Data Analytics Revenue in Banking and Finance
      • 9.3.8.1. Real-time Data Analytics Revenue by Banking and Finance Segment
      • 9.3.8.2. Real-time Data Analytics Revenue by Banking and Finance App, Software, and Service
    • 9.3.9. Real-time Data Analytics Revenue in Smart Cities
      • 9.3.9.1. Real-time Data Analytics Revenue by Smart City Segment
      • 9.3.9.2. Real-time Data Analytics Revenue by Smart City App, Software, and Service
    • 9.3.10. Real-time Data Analytics Revenue in Automotive
      • 9.3.10.1. Real-time Data Analytics Revenue by Automobile Industry Segment
      • 9.3.10.2. Real-time Data Analytics Revenue by Automotive Industry App, Software, and Service
    • 9.3.11. Real-time Data Analytics Revenue in Education
      • 9.3.11.1. Real-time Data Analytics Revenue by Education Industry Segment
      • 9.3.11.2. Real-time Data Analytics Revenue by Education Industry App, Software, and Service
    • 9.3.12. Real-time Data Analytics Revenue in Outsourcing Services
      • 9.3.12.1. Real-time Data Analytics Revenue by Outsourcing Segment
      • 9.3.12.2. Real-time Data Analytics Revenue by Outsourcing Industry App, Software, and Service
  • 9.4. Real-time Data Analytics Revenue by Leading Vendor Platform
    • 9.4.1. Global Investment in Data by Industry Sector 2018-2023

Figures

  • Figure 1: MEC Value Chain for Edge Cloud Computing
  • Figure 2: Extreme Outdoor Server
  • Figure 3: Cloudlet based PacketCloud Framework
  • Figure 4: MEC and C-RAN Architecture
  • Figure 5: Mobile Edge Computing Network
  • Figure 6: MEC Network and Application Clients
  • Figure 6: ETSI MEC ISG Members
  • Figure 7: MEC enables Many Cloud-based Apps
  • Figure 8: Combined MEC Market Size 2018-2023
  • Figure 9: MEC Network Migration Ratio
  • Figure 10: MEC Enterprise Adoption Ratio
  • Figure 12: Global MEC Network Users 2018-2023
  • Figure 13: Global Real-time Data Analytics 2018-2023
  • Figure 14: Investment in Data by Industry Vertical 2018-2023

Tables

  • Table 1: MEC Market Size by Market Segment 2018-2023
  • Table 2: MEC Cloud Server Market by Category 2018-2023
  • Table 3: MEC Equipment Market by Category 2018-2023
  • Table 4: MEC Platform Market by Category 2018-2023
  • Table 5: MEC Software and API Market in Vertical Segment 2018-2023
  • Table 6: MEC Service Market by Type 2018-2023
  • Table 7: MEC Optimization CAPEX and OPEX Spend by Enterprise
  • Table 8: MEC Market by Region 2018-2023
  • Table 9: North America MEC Market by Segment 2018-2023
  • Table 10: North America MEC Cloud Server Market by Category 2018-2023
  • Table 11: North America MEC Equipment Market by Category 2018-2023
  • Table 12: North America MEC Platform Market by Category 2018-2023
  • Table 13: North America MEC Software and API Market in Vertical Segment 2018-2023
  • Table 14: North America MEC Service Market by Type 2018-2023
  • Table 15: North America MEC Market by Country 2018-2023
  • Table 16: APAC MEC Market by Market Segment 2018-2023
  • Table 17: APAC MEC Cloud Server Market by Category 2018-2023
  • Table 18: APAC MEC Equipment Market by Category 2018-2023
  • Table 19: APAC MEC Platform Market by Category 2018-2023
  • Table 20: APAC MEC Software and API Market in Vertical Segment 2018-2023
  • Table 21: APAC MEC Service Market by Type 2018-2023
  • Table 22: APAC MEC Market by Country 2018-2023
  • Table 23: Europe MEC Market by Market Segment 2018-2023
  • Table 24: Europe MEC Cloud Server Market by Category 2018-2023
  • Table 25: Europe MEC Equipment Market by Category 2018-2023
  • Table 26: Europe MEC Platform Market by Category 2018-2023
  • Table 27: Europe MEC Software and API Market in Vertical Segment 2018-2023
  • Table 28: Europe MEC Service Market by Type 2018-2023
  • Table 29: Europe MEC Market by Country 2018-2023
  • Table 30: MEC User by Supporting Network 2018-2023
  • Table 31: MEC Network User by Region 2018-2023
  • Table 32: North America MEC User by Supporting Network 2018-2023
  • Table 33: APAC MEC User by Supporting Network 2018-2023
  • Table 34: Europe MEC User by Supporting Network 2018-2023
  • Table 35: Global Real-time Data Analytics Revenue by App, Software, and Service 2018-2023
  • Table 36: Global Real-time Data Analytics Revenue in Industry Vertical 2018-2023
  • Table 37: Retail Real-time Data Analytics Revenue by Retail Segment 2018-2023
  • Table 38: Retail Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 39: Telecom and IT Real-time Data Analytics Rev by Segment 2018-2023
  • Table 40: Telecom and IT Real-time Data Analytics Rev by App, Software, and Services 2018-2023
  • Table 41: Energy and Utilities Real-time Data Analytics Rev by Segment 2018-2023
  • Table 42: Energy and Utilities Real-time Data Analytics Rev by App, Software, and Services 2018-2023
  • Table 43: Government Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 44: Government Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 45: Healthcare and Life Science Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 46: Healthcare and Life Science Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 47: Manufacturing Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 48: Manufacturing Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 49: Transportation and Logistics Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 50: Transportation and Logistics Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 51: Banking and Finance Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 52: Banking and Finance Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 53: Smart Cities Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 54: Smart Cities Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 55: Automotive Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 56: Automotive Real-time Data Analytics Revenue by Apps, Software, and Services 2018-2023
  • Table 57: Education Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 58: Education Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 59: Outsourcing Service Real-time Data Analytics Revenue by Segment 2018-2023
  • Table 60: Outsourcing Service Real-time Data Analytics Revenue by App, Software, and Services 2018-2023
  • Table 61: Real-time Data Analytics Revenue by Leading Vendor Platforms 2018-2023
  • Table 62: Investment in Data by Industry Vertical 2018-2023
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