面向自主系统和工业IoT的边缘人工智慧感测器解决方案的最新进展

Advancements in Edge AI-Enabled Sensor Solutions for Autonomous Systems and Industrial IoT

出版日期: 2026年02月19日 | 出版商:

Frost & Sullivan | 英文 55 Pages | 商品交期: 最快1-2个工作天内

价格

简介目录

各公司正透过人工智慧技术推动下一代自动驾驶技术的发展。

先进的边缘人工智慧感测器解决方案正透过整合适应性、智慧性和精准性，迅速变革包括消费性电子、製造业、汽车和农业在内的各个产业的核心流程。感测器硬体和基于人工智慧的决策技术的持续进步，正在重新定义现代机器人的能力，实现零停机时间运行、人机协作和高级灵巧性。未来5到7年，材料、即时运算和网路智慧的进步将加速先进感测器在各工业领域的集成，从而带来更具韧性、永续和效率的营运。本报告涵盖的主题包括：边缘人工智慧感测器解决方案概述、架构、主要优势和重要性；自主系统及其关键底层技术概述；工业IoT（IIoT）及其底层技术概述；自主系统和工业IoT中的感测器解决方案类型；边缘人工智慧感测器的关键技术组件；最新进展；价值链图；研发；区域分析；以及对SWOT分析、经营模式和伙伴关係的见解。

边缘人工智慧感测器：概述
边缘人工智慧感测器：架构
边缘人工智慧感测器的主要优势和意义
自主系统：概述与关键基础技术
工业IoT：概述与关键基础技术
自主系统和工业IoT中感测器解决方案的分类/类型
边缘人工智慧感测器的关键技术组件
边缘人工智慧感测器的最新进展：硬体
边缘人工智慧感测器的最新进展：软体
促进边缘人工智慧感测器引入的基础技术
边缘人工智慧感测器：价值链映射
边缘人工智慧感测器解决方案的关键研发创新主题
边缘人工智慧感测器技术的区域趋势和影响
边缘人工智慧感测器解决方案：SWOT 分析
基于边缘人工智慧的感测解决方案：利用边缘人工智慧感测器系统进行有害气体侦测
边缘人工智慧感测器领域的最新合作与併购
边缘人工智慧感测器技术的经营模式
为关键相关人员提供策略见解和建议
边缘人工智慧感测器的未来发展方向

附录

技术成熟度等级（TRL）说明

在推动边缘人工智慧赋能的感测器解决方案在自主系统和工业IoT。

成长机会 1：人工智慧驱动的智慧型设备与建筑自动化应用
成长机会二：人工智慧在医疗领域的应用
成长机会 3：人工智慧驱动的暗工厂

下一步

成长机会带来的益处和影响
下一步
免责声明

简介目录

Product Code: DB63

Enterprises Are Driving Next-Generation Autonomy With AI-Powered Technologies

Advanced edge AI sensors solutions are rapidly transforming industrial operations by integrating adaptability, intelligence, and precision into core processes across various sectors, including consumer electronics, manufacturing, automotive, and agriculture. Continuous advancements in sensor hardware and AI-based decision-making are reshaping the capabilities of modern robotics, enabling downtime-free operation, human-robot collaboration, and high dexterity. Advancements in materials, real-time computing, and network intelligence will accelerate the integration of advanced sensors in industries over the next five to seven years, resulting in more resilient, sustainable, and efficient operations. Report topics include an overview of edge AI-enabled sensor solutions, the architecture, key advantages, and significance; an overview of autonomous systems and key enabling technologies; an overview of industrial IoT and enabling technologies; a look at the types of sensor solutions in autonomous systems and industrial IoT; key technological components of edge AI-enabled sensors; recent advancements; value chain mapping; R&D and regional analyses; and SWOT, roadmap, business model, and partnership discussions.

Strategic Imperatives

Why Is It Increasingly Difficult to Grow-
The Strategic Imperative 8Tm: Factors Creating Pressure on Growth
The Strategic Imperative 8TM
The Impact of the Top 3 Strategic Imperatives on Edge AI Sensors
Growth Opportunities Fuel the Growth Pipeline EngineTM
Research Methodology

Growth Opportunity Analysis

Scope of Analysis
Segmentation

Growth Generator

Growth Drivers
Growth Restraints

Growth Opportunity Analysis

Edge AI Sensors-A Brief Overview
Edge AI Sensor-Architecture
Key Advantages and Significances of Edge AI Sensors
Autonomous Systems-Overview and Key Enabling Technologies
Industrial IoT-Overview and Key Enabling Technologies
Classification/Types of Sensor Solutions in Autonomous Systems and Industrial IoT
Key Technological Components of Edge AI-Enabled Sensors
Recent Advancements in Edge AI Sensors-Hardware
Recent Advancements in Edge AI Sensors-Software
Enabling Technologies Driving Edge AI Sensor Adoption
Edge AI Sensor-Value Chain Mapping
Key R&D Innovation Themes in Edge AI Sensor Solutions
Regional Trends and Impact of Edge AI Sensor Technology
Edge AI Sensor Solutions-SWOT Analysis
Edge AI-Enabled Sensing Solution Case Study: Hazardous Gas Detection Through Edge AI Sensor System
Recent Partnerships and M&A in Edge AI Sensors
Business Models For Edge AI Sensor Technology
Strategic Implications & Recommendations For Key Stakeholders
Future Directions of Edge AI Enabled Sensors

Appendix

Technology Readiness Levels (TRL): Explanation

Growth Opportunity Universe in Advancements in Edge AI-Enabled Sensor Solutions for Autonomous Systems and Industrial IoT

Growth Opportunity 1: AI-Enabled Smart Devices and Building Automation Applications
Growth Opportunity 2: AI Growth in Healthcare
Growth Opportunity 3: AI-Enabled Dark Factories