面向自主系統和工業IoT的邊緣人工智慧感測器解決方案的最新進展

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個工作天內

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簡介目錄

各公司正透過人工智慧技術推動下一代自動駕駛技術的發展。

先進的邊緣人工智慧感測器解決方案正透過整合適應性、智慧性和精準性，迅速變革包括消費性電子、製造業、汽車和農業在內的各個產業的核心流程。感測器硬體和基於人工智慧的決策技術的持續進步，正在重新定義現代機器人的能力，實現零停機時間運行、人機協作和高級靈巧性。未來5到7年，材料、即時運算和網路智慧的進步將加速先進感測器在各工業領域的整合，從而帶來更具韌性、永續和效率的營運。本報告涵蓋的主題包括：邊緣人工智慧感測器解決方案概述、架構、主要優勢和重要性；自主系統及其關鍵底層技術概述；工業IoT（IIoT）及其底層技術概述；自主系統和工業IoT中的感測器解決方案類型；邊緣人工智慧感測器的關鍵技術組件；最新進展；價值鏈圖；研發；區域分析；以及對SWOT分析、經營模式和夥伴關係的見解。

邊緣人工智慧感測器：概述
邊緣人工智慧感測器：架構
邊緣人工智慧感測器的主要優勢和意義
自主系統：概述與關鍵基礎技術
工業IoT：概述與關鍵基礎技術
自主系統和工業IoT中感測器解決方案的分類/類型
邊緣人工智慧感測器的關鍵技術組件
邊緣人工智慧感測器的最新進展：硬體
邊緣人工智慧感測器的最新進展：軟體
促進邊緣人工智慧感測器引入的基礎技術
邊緣人工智慧感測器：價值鏈映射
邊緣人工智慧感測器解決方案的關鍵研發創新主題
邊緣人工智慧感測器技術的區域趨勢和影響
邊緣人工智慧感測器解決方案：SWOT 分析
基於邊緣人工智慧的感測解決方案：利用邊緣人工智慧感測器系統進行有害氣體偵測
邊緣人工智慧感測器領域的最新合作與併購
邊緣人工智慧感測器技術的經營模式
為關鍵相關人員提供策略見解和建議
邊緣人工智慧感測器的未來發展方向

附錄

技術成熟度等級（TRL）說明

在推動邊緣人工智慧賦能的感測器解決方案在自主系統和工業IoT。

成長機會 1：人工智慧驅動的智慧型設備與建築自動化應用
成長機會二：人工智慧在醫療領域的應用
成長機會 3：人工智慧驅動的暗工廠

下一步

成長機會帶來的益處和影響
下一步
免責聲明

簡介目錄

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