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市場調査レポート

SLAM (Simultaneous Localization and Mapping) の世界市場 2023年までの予測:EKF SLAM・FAST SLAM・グラフベースSLAM

Simultaneous Localization and Mapping Market by Offering (2D SLAM, 3D SLAM), Type (EKF SLAM, Fast SLAM, Graph-Based SLAM, LSD SLAM, S-PTAM, ORB-SLAM, and ORB-SLAM2), Application (Robotics, UAV, AR/VR, Automotive), and Geography - Global Forecast to 2023

発行 MarketsandMarkets 商品コード 755494
出版日 ページ情報 英文 128 Pages
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SLAM (Simultaneous Localization and Mapping) の世界市場 2023年までの予測:EKF SLAM・FAST SLAM・グラフベースSLAM Simultaneous Localization and Mapping Market by Offering (2D SLAM, 3D SLAM), Type (EKF SLAM, Fast SLAM, Graph-Based SLAM, LSD SLAM, S-PTAM, ORB-SLAM, and ORB-SLAM2), Application (Robotics, UAV, AR/VR, Automotive), and Geography - Global Forecast to 2023
出版日: 2018年12月05日 ページ情報: 英文 128 Pages
概要

世界のSLAM (Simultaneous Localization and Mapping) 市場は、2018年の1億100万米ドルから、2023年までに4億6500万米ドルへ成長すると予測され、この間は35.77%のCAGR (複合年間成長率) が見込まれています。同市場の成長を促進する主な要因は、ビジュアルSLAMアルゴリズムの進歩、拡張現実 (AR) におけるSLAMの成長、および家庭・企業におけるセルフロケ―ティングロボティクスの需要拡大などです。しかし、動的環境におけるSLAMの制限は、同市場の成長をある程度制限すると予測されています。

当レポートでは、世界のSLAM (Simultaneous Localization and Mapping) 市場を取り上げ、市場の概要、市場発展促進・阻害要因、市場における課題および機会を概括し、各セグメント・地域別に市場の現状と見通しについて調査分析するとともに、競合環境、主要企業のプロファイルをまとめています。

FIGURE 9 SLAM MARKET

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

  • SLAM市場における魅力的な機会
  • SLAM市場:種類別
  • SLAM市場:国別
  • アジア太平洋におけるSLAM市場:国・用途別
  • SLAM市場:サービス別
  • SLAM市場:用途別

第5章 市場概要

  • イントロダクション
    • 促進要因
    • 抑制要因
    • 機会
    • 課題

第6章 SLAM市場:種類別

  • イントロダクション
  • EKF SLAM
  • FAST SLAM
  • グラフベースSLAM
  • その他

第7章 SLAM市場:サービス別

  • イントロダクション
  • 2D SLAM
  • 3D SLAM

第8章 SLAM市場:用途別

  • イントロダクション
  • ロボット
  • UAV
  • AR/VR
  • 自動車
  • その他

第9章 地域分析

  • イントロダクション
  • 北米
  • 欧州
  • アジア太平洋
  • その他 (ROW)

第10章 企業情勢

  • イントロダクション
  • 市場ランキング分析
  • 競合状況・動向

第11章 企業プロファイル

  • イントロダクション
  • 主要企業
  • その他の重要企業

第12章 付録

図表

LIST OF TABLES

  • TABLE 1: SLAM MARKET, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 2: EKF SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 3: EKF SLAM MARKET, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 4: FAST SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 5: FAST SLAM MARKET, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 6: GRAPH-BASED SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 7: GRAPH-BASED SLAM MARKET, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 8: OTHERS SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 9: OTHERS SLAM MARKET, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 10: SLAM MARKET, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 11: 2D SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 12: 2D SLAM MARKET, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 13: 2D SLAM MARKET, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 14: 3D SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 15: 3D SLAM MARKET, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 16: 3D SLAM MARKET, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 17: SLAM MARKET, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 18: SLAM MARKET FOR ROBOTICS, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 19: SLAM MARKET FOR ROBOTICS, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 20: SLAM MARKET FOR UAV, BY REGION, 2017-2023 (USD MILLION)
  • TABLE 21: SLAM MARKET FOR UAV, BY OFFERING, 2017-2023 (USD MILLION)
  • TABLE 22: SLAM MARKET FOR AR/VR, BY REGION, 2017-2023 (USD MILLION)
  • TABLE 23: SLAM MARKET FOR AR/VR, BY OFFERING, 2017-2023 (USD MILLION)
  • TABLE 24: SLAM MARKET FOR AUTOMOTIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 25: SLAM MARKET FOR AUTOMOTIVE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 26: SLAM MARKET FOR OTHERS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 27: SLAM MARKET FOR OTHERS, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 28: SLAM MARKET, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 29: SLAM MARKET IN NORTH AMERICA, BY COUNTRY, 2016-2023 (USD MILLION)
  • TABLE 30: SLAM MARKET IN NORTH AMERICA, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 31: SLAM MARKET IN NORTH AMERICA, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 32: SLAM MARKET IN NORTH AMERICA, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 33: SLAM MARKET IN EUROPE, BY COUNTRY, 2016-2023 (USD MILLION)
  • TABLE 34: SLAM MARKET IN EUROPE, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 35: SLAM MARKET IN EUROPE, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 36: SLAM MARKET IN EUROPE, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 37: SLAM MARKET IN APAC, BY COUNTRY, 2016-2023 (USD MILLION)
  • TABLE 38: SLAM MARKET IN APAC, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 39: SLAM MARKET IN APAC, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 40: SLAM MARKET IN APAC, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 41: SLAM MARKET IN ROW, BY REGION, 2016-2023 (USD MILLION)
  • TABLE 42: SLAM MARKET IN ROW, BY TYPE, 2016-2023 (USD MILLION)
  • TABLE 43: SLAM MARKET IN ROW, BY OFFERING, 2016-2023 (USD MILLION)
  • TABLE 44: SLAM MARKET IN ROW, BY APPLICATION, 2016-2023 (USD MILLION)
  • TABLE 45: PRODUCT LAUNCHES, 2016-2018
  • TABLE 46: PARTNERSHIPS/ COLLABORATIONS, 2016-2018

LIST OF FIGURES

  • FIGURE 1: RESEARCH DESIGN
  • FIGURE 2: PROCESS FLOW OF MARKET SIZE ESTIMATION
  • FIGURE 3: DATA TRIANGULATION
  • FIGURE 4: NORTH AMERICA TO HOLD LARGEST SIZE OF EKF SLAM MARKET DURING FORECAST PERIOD
  • FIGURE 5: 3D SLAM TO GROW AT HIGHER CAGR FROM 2018 TO 2023
  • FIGURE 6: SLAM MARKET FOR ROBOTICS IN APAC EXPECTED TO GROW AT HIGHEST CAGR DURING 2018-2023
  • FIGURE 7: MARKET FOR FAST SLAM IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 8: SLAM MARKET IN APAC EXPECTED TO GROW AT HIGHEST CAGR DURING 2018-2023
  • FIGURE 9: GROWING DEMAND FOR DRONES FOR MILITARY AND COMMERCIAL APPLICATIONS TO PROVIDE POTENTIAL OPPORTUNITY FOR MARKET
  • FIGURE 10: MARKET FOR FAST SLAM TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 11: SLAM MARKET IN CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 12: ROBOTICS TO HOLD LARGEST SHARE OF SLAM MARKET IN APAC IN 2018
  • FIGURE 13: MARKET FOR 3D SLAM TO GROW AT HIGHER CAGR FROM 2018 TO 2023
  • FIGURE 14: MARKET FOR AR/VR TO GROW AT HIGHEST CAGR FROM 2018 TO 2023
  • FIGURE 15: MARKET DYNAMICS FIGURE
  • FIGURE 16: GROWTH IN AMAZON'S WAREHOUSE ROBOTICS
  • FIGURE 17: ESTIMATED CUMULATIVE DRONE SPENDING BY COUNTRIES, 2017-2021 (USD BILLION)
  • FIGURE 18: SLAM MARKET, BY TYPE
  • FIGURE 19: EKF SLAM MARKET FOR 2D SLAM TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 20: GRAPH-BASED SLAM MARKET IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 21: OTHERS SLAM MARKET FOR 2D SLAM TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 22: SLAM MARKET, BY OFFERING
  • FIGURE 23: 2D SLAM MARKET FOR FAST SLAM TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 24: 3D SLAM MARKET IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 25: 3D SLAM MARKET FOR FAST SLAM TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 26: SLAM MARKET, BY APPLICATION
  • FIGURE 27: 3D SLAM MARKET FOR ROBOTICS TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 28: SLAM MARKET FOR AR/VR IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 29: 3D SLAM MARKET FOR AUTOMOTIVE TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 30: SLAM MARKET, BY GEOGRAPHY
  • FIGURE 31: GEOGRAPHIC SNAPSHOT: SLAM MARKET IN APAC EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 32: SLAM MARKET IN CHINA ESTIMATED TO GROW AT HIGHEST CAGR FROM 2018 TO 2023
  • FIGURE 33: NORTH AMERICA SLAM MARKET, BY COUNTRY
  • FIGURE 34: NORTH AMERICA: SLAM MARKET SNAPSHOT
  • FIGURE 35: EUROPE SLAM MARKET, BY COUNTRY
  • FIGURE 36: EUROPE: SLAM MARKET SNAPSHOT
  • FIGURE 37: APAC SLAM MARKET, BY COUNTRY
  • FIGURE 38: APAC: SLAM MARKET SNAPSHOT
  • FIGURE 39: ROW SLAM MARKET, BY REGION
  • FIGURE 40: KEY GROWTH STRATEGIES ADOPTED BY TOP COMPANIES, 2015-2018
  • FIGURE 41: RANKING OF TOP 5 PLAYERS IN SIMULTANEOUS LOCALIZATION AND MAPPING MARKET, (2017)
  • FIGURE 42: INTEL: COMPANY SNAPSHOT
  • FIGURE 43: ALPHABET: COMPANY SNAPSHOT
  • FIGURE 44: APPLE: COMPANY SNAPSHOT
  • FIGURE 45: MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 46: FACEBOOK: COMPANY SNAPSHOT
目次
Product Code: SE 6782

"SLAM market to grow at a CAGR of 35.77% from 2018 to 2023"

The SLAM market is projected to reach USD 465 million by 2023 from USD 101 million by 2018, growing at a CAGR of 35.77%, during the forecast period. The growth of this market can largely be attributed to the advancements in visual SLAM algorithm, growth of SLAM in augmented reality (AR), and growing demand for self-locating robotics in homes and enterprises. However, the limitation of SLAM in dynamic environments is expected to restrict the market's growth to a certain extent.

"Market for AR/VR to register highest growth during forecast period"

Huge middle-class population, along with rising disposable income, in developing countries will act as a growth catalyst in these counties. This, in turn, is expected to drive the SLAM market during the forecast period. Advancements in SLAM technology, like improving mapping accuracy, flexibility from cloud services, and better user experience compared to its counterpart (marker-based technology) are expected to propel the growth of SLAM in AR/VR applications during the forecast period.

"Market for Fast SLAM to register highest growth during forecast period"

The market for Fast SLAM is expected to register the highest CAGR. Fast SLAM produces accurate maps in extremely large environments and environments with substantial data association ambiguity. Fast SLAM is an efficient algorithm for autonomous navigation of mobile devices. Improving accuracy of localization and mapping and reduced hardware requirements for the process using Fast SLAM support the increasing penetration of mapping technologies in domestic robots and rising number of AR applications, which are expected to tailwind the rapid growth of this type.

"APAC to register highest growth during forecast period"

Advancements in artificial intelligence (AI) have attracted investments from both private and public sectors in APAC. Many companies are trying to identify untapped areas of commercial applications in the region, which would enable optimal utilization of AI.

Breakdown of primary participants' profiles::

  • By Company Type: Tier 1 = 45%, Tier 2 = 32%, and Tier 3 = 23%
  • By Designation: C-Level Executives = 30%, Directors = 45%, and Others = 25%
  • By Region: North America = 26%, Europe = 40%, APAC = 22%, and RoW = 12%

Key players in the SLAM market include: Intel (US), Microsoft (US), Alphabet (US), Amazon Robotics (US), Apple (US), Clearpath Robotics (Canada), Aethon (US), The Hi-Tech Robotic Systemz (India), Facebook (US), Intellias (Ukraine), Magic Leap (US), Rethink Robotics (US), Skydio (US), Navvis (Germany), and Mobile Industrial Robots APS (Denmark). The study includes an in-depth competitive analysis of these key players in the SLAM market, with their company profiles, recent developments, and key market strategies.

Research Coverage:

The market study covers the SLAM market across different segments. It aims at estimating the market size and the growth potential of this market, across different segments, such as offering, type, application, and region. The study also includes an in-depth competitive analysis of the key market players, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report:

The report will help leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall SLAM market and its subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report will also help stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.

TABLE OF CONTENTS

1. INTRODUCTION

  • 1.1. STUDY OBJECTIVES
  • 1.2. DEFINITION
  • 1.3. STUDY SCOPE
    • 1.3.1. MARKETS COVERED
    • 1.3.2. SLAM MARKET, BY GEOGRAPHY
    • 1.3.3. YEARS CONSIDERED
  • 1.4. CURRENCY
  • 1.5. LIMITATIONS
  • 1.6. STAKEHOLDERS

2. RESEARCH METHODOLOGY

  • 2.1. RESEARCH DATA
    • 2.1.1. SECONDARY DATA
      • 2.1.1.1. Key data from secondary sources
    • 2.1.2. PRIMARY DATA
      • 2.1.2.1. Key data from primary sources
      • 2.1.2.2. Key industry insights
      • 2.1.2.3. Breakdown of primaries
  • 2.2. MARKET SIZE ESTIMATION
    • 2.2.1. BOTTOM-UP APPROACH
    • 2.2.2. TOP-DOWN APPROACH
  • 2.3. MARKET BREAKDOWN AND DATA TRIANGULATION
  • 2.4. RESEARCH ASSUMPTION

3. EXECUTIVE SUMMARY

4. PREMIUM INSIGHT

  • 4.1. ATTRACTIVE OPPORTUNITIES IN SLAM MARKET
  • 4.2. SLAM MARKET, BY TYPE
  • 4.3. SLAM MARKET, BY COUNTRY
  • 4.4. SLAM MARKET IN APAC IN 2018, BY COUNTRY & APPLICATION
  • 4.5. SLAM MARKET, BY OFFERING
  • 4.6. SLAM MARKET, BY APPLICATION

5. MARKET OVERVIEW

  • 5.1. INTRODUCTION
    • 5.1.1. DRIVERS
      • 5.1.1.1. Growing demand for self-locating robotics in homes and enterprises
      • 5.1.1.2. Advancements in visual SLAM algorithm
      • 5.1.1.3. Growth of SLAM in Augmented Reality (AR)
    • 5.1.2. RESTRAINTS
      • 5.1.2.1. Unpredictable performance and reliability in untested environments
      • 5.1.2.2. Limitation of SLAM in dynamic environments
    • 5.1.3. OPPORTUNITIES
      • 5.1.3.1. Growing demand for drones in military and commercial applications
      • 5.1.3.2. Proliferation of cloud-based visual SLAM for outdoor applications
      • 5.1.3.3. SLAM for smartphones
      • 5.1.3.4. Increasing aging population in Europe and Japan will offer significant growth opportunities to autonomous home service robots
    • 5.1.4. CHALLENGE
      • 5.1.4.1. Incorrect initialization and loop closure can significantly alter SLAM accuracy
      • 5.1.4.2. Complex design of data association in visual SLAM

6. SLAM MARKET, BY TYPE

  • 6.1. INTRODUCTION
  • 6.2. EKF SLAM
    • 6.2.1. MOST WIDELY USED SLAM TECHNOLOGY
  • 6.3. FAST SLAM
    • 6.3.1. AN EFFICIENT ALGORITHM FOR AUTONOMOUS NAVIGATION OF MOBILE DEVICES
  • 6.4. GRAPH-BASED SLAM
    • 6.4.1. GRAPH-BASED SLAM MAJORLY USED FOR PACKAGE DELIVERY, SEARCH & RESCUE, AND TRAFFIC SURVEILLANCE
  • 6.5. OTHERS

7. SLAM MARKET, BY OFFERING

  • 7.1. INTRODUCTION
  • 7.2. 2D SLAM
    • 7.2.1. USE OF 2D SLAM IN DIMENSIONAL MEASUREMENT APPLICATIONS RESULTS INTO INCREASING LEVELS OF ACCURACY
  • 7.3. 3D SLAM
    • 7.3.1. 3D SLAM USED IN WIDE RANGE OF APPLICATIONS FOR REAL-TIME POSITIONING OVER LONG DISTANCES

8. SLAM MARKET, BY APPLICATION

  • 8.1. INTRODUCTION
  • 8.2. ROBOTICS
    • 8.2.1. SLAM IN RESIDENTIAL ROBOTIC VACUUM CLEANERS TO INCREASE INDOOR MAPPING ACCURACIES
  • 8.3. UAV
    • 8.3.1. INCREASING DEMAND FOR SLAM-BASED DELIVERY DRONES IN LOGISTICS INDUSTRY
  • 8.4. AR/VR
    • 8.4.1. SLAM TECHNOLOGY IS GAINING TRACTION IN ADVANCED AR/VR PLATFORM
  • 8.5. AUTOMOTIVE
    • 8.5.1. REAL TIME LOCALIZATION AND MAPPING IN AUTONOMOUS VEHICLES TO DRIVE SLAM MARKET
  • 8.6. OTHERS

9. GEOGRAPHIC ANALYSIS

  • 9.1. INTRODUCTION
  • 9.2. NORTH AMERICA
    • 9.2.1. US
      • 9.2.1.1. Increasing funds for startups to imply the AI technology in autonomous drones and other flying vehicles
    • 9.2.2. CANADA
      • 9.2.2.1. Huge investments on advanced robotics and space exploration technologies
    • 9.2.3. MEXICO
      • 9.2.3.1. Increasing government initiatives to promote the growth of automotive industry in the country
  • 9.3. EUROPE
    • 9.3.1. UK
      • 9.3.1.1. Government initiatives to create favorable environment that drives the utility of drones in private sector
    • 9.3.2. GERMANY
      • 9.3.2.1. Germany an innovation hub for OEMs bolsters the growth of semi-autonomous and autonomous vehicles market
    • 9.3.3. FRANCE
      • 9.3.3.1. Several product and solution launches in the field of robotics and unmanned aerial vehicles (UAVs)
    • 9.3.4. REST OF EUROPE
  • 9.4. APAC
    • 9.4.1. CHINA
      • 9.4.1.1. Increasing partnerships with leading giants to develop SLAM solutions for various verticals
    • 9.4.2. JAPAN
      • 9.4.2.1. Government support and strong organic growth capabilities expected to promote the growth of AI-enabled robots in Japan
    • 9.4.3. SOUTH KOREA
      • 9.4.3.1. Increasing adoption of SLAM solutions in consumer robots and robotic vacuum cleaners
    • 9.4.4. REST OF APAC
  • 9.5. ROW
    • 9.5.1. SOUTH AMERICA
      • 9.5.1.1. Increasing demand for deployment of SLAM solutions in automotive and drones markets
    • 9.5.2. MIDDLE EAST & AFRICA
      • 9.5.2.1. Potential for investments in augmented reality/virtual reality technologies

10. COMPETITIVE LANDSCAPE

  • 10.1. INTRODUCTION
  • 10.2. MARKET RANKING ANALYSIS: SIMULTANEOUS LOCALIZATION AND MAPPING MARKET
  • 10.3. COMPETITIVE SITUATIONS AND TRENDS
    • 10.3.1. PRODUCT/SOLUTION LAUNCHES
    • 10.3.2. PARTNERSHIPS/COLLABORATIONS

11. COMPANY PROFILES (Business Overview, Solutions/Products Offered, Recent Developments, SWOT Analysis, and MnM View)*

  • 11.1. INTRODUCTION
  • 11.2. KEY PLAYERS
    • 11.2.1. INTEL
    • 11.2.2. ALPHABET
    • 11.2.3. AMAZON ROBOTICS
    • 11.2.4. APPLE
    • 11.2.5. MICROSOFT
    • 11.2.6. CLEARPATH ROBOTICS
    • 11.2.7. AETHON
    • 11.2.8. THE HI-TECH ROBOTIC SYSTEMZ
    • 11.2.9. FACEBOOK
    • 11.2.10. INTELLIAS
    • 11.2.11. MAXST
  • 11.3. OTHER IMPORTANT PLAYERS
    • 11.3.1. MAGIC LEAP
    • 11.3.2. RETHINK ROBOTICS
    • 11.3.3. SKYDIO
    • 11.3.4. NAVVIS
    • 11.3.5. MOBILE INDUSTRIAL ROBOT APS

*Business Overview, Solutions/Products Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.

12. APPENDIX

  • 12.1. INSIGHTS OF INDUSTRY EXPERTS
  • 12.2. DISCUSSION GUIDE
  • 12.3. KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 12.4. AVAILABLE CUSTOMIZATIONS
  • 12.5. RELATED REPORTS
  • 12.6. AUTHOR DETAILS
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