2026-2030年全球物聯網邊緣人工智慧硬體市場

預計 2025 年至 2030 年間，全球物聯網邊緣人工智慧硬體市場規模將成長至 201.425 億美元，預測期內複合年成長率為 18.0%。

本報告對全球物聯網邊緣人工智慧硬體市場進行了全面分析，包括市場規模和預測、趨勢、成長要素、挑戰以及對約 25 家公司的供應商分析。

本報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新分析。推動該市場發展的因素包括：對即時數據處理和低延遲計算日益成長的需求、嚴格的數據隱私和安​​全法規、智慧城市基礎設施的普及以及工業自動化技術的進步。

本研究客觀地結合了一手和二手訊息，包括主要行業相關人員的意見。報告內容涵蓋主要企業分析、全面的市場規模數據、區域細分分析以及供應商格局。報告包含歷史數據和預測數據。

本研究指出，將神經形態工程技術整合到微處理器中，是未來幾年全球物聯網邊緣人工智慧硬體市場成長的關鍵促進因素之一。此外，開放原始碼指令集架構的出現以及用於無電池運作的能源採集機制的應用，也將顯著提升市場需求。

目錄

第1章執行摘要

第2章 Technavio 分析

• 分析定價、生命週期、顧客購買籃子、採用率和購買標準。
• 輸入的重要性及差異化因素
• 混淆因素
• 促進因素和挑戰的影響

第3章 市場狀況

• 市場生態系統
• 市場特徵
• 價值鏈分析

第4章 市場規模

• 市場的定義
• 市場區隔分析
• 2025年市場規模
• 2025-2030年市場展望

第5章 市場規模與表現

• 2020-2024年全球物聯網邊緣人工智慧硬體市場
• 2020-2024年設備細分市場分析
• 2020-2024年零件細分市場分析
• 2020-2024年最終用戶細分市場分析
• 2020-2024年區域市場分析
• 2020-2024年各國細分市場分析

第6章 定性分析

• 人工智慧的影響：面向物聯網的邊緣人工智慧硬體全球市場
• 地緣政治衝突影響物聯網邊緣人工智慧硬體的全球市場。

第7章：五力分析

• 五力模型概述
• 買方的議價能力
• 供應商的議價能力
• 新進入者的威脅
• 替代品的威脅
• 競爭威脅
• 市場狀況

第8章 市場區隔：依設備

• 比較：按設備
• 智慧型手機
• 監視錄影機
• 汽車系統
• 穿戴式裝置
• 其他
• 市場機會：依設備分類

第9章 市場區隔：依組件

• 比較：按組件
• ASIC
• GPU
• CPU
• FPGA
• 市場機會：按組件分類

第10章 市場區隔：依最終用戶分類

• 比較：按最終用戶
• 家用電子電器
• 製造業
• 車
• 衛生保健
• 其他
• 市場機會：依最終用戶分類

第11章 客戶情況

第12章 區域情勢

• 區域細分
• 區域比較
• 北美洲
  • 美國
  • 加拿大
  • 墨西哥
• 亞太地區
  • 中國
  • 日本
  • 印度
  • 韓國
  • 澳洲
  • 印尼
• 歐洲
  • 德國
  • 英國
  • 法國
  • 義大利
  • 西班牙
  • 荷蘭
• 中東和非洲
  • 阿拉伯聯合大公國
  • 沙烏地阿拉伯
  • 南非
  • 以色列
  • 卡達
• 南美洲
  • 巴西
  • 阿根廷
  • 智利
• 市場機會：按地區分類

第13章 促進因素、挑戰與機遇

• 市場促進因素
• 市場挑戰
• 促進因素和挑戰的影響
• 市場機遇

第14章 競爭格局

• 概述
• 競爭格局
• 混亂局面
• 產業風險

第15章 競爭分析

• 公司簡介
• 公司排名指標
• 企業市場定位
• Advanced Micro Devices Inc.
• Advantech Co. Ltd.
• Arm Ltd.
• Cisco Systems Inc.
• Dell Technologies Inc.
• Google LLC
• Hewlett Packard Enterprise Co.
• Intel Corp.
• NVIDIA Corp.
• NXP Semiconductors NV
• Qualcomm Inc.
• Renesas Electronics Corp.
• Silicon Laboratories Inc.
• STMicroelectronics NV
• Texas Instruments Inc.

第16章附錄

The global edge AI hardware for iot market is forecasted to grow by USD 20142.5 mn during 2025-2030, accelerating at a CAGR of 18.0% during the forecast period. The report on the global edge AI hardware for iot market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing demand for real time data processing and low latency computations, stringent data privacy and security regulations, proliferation of smart city infrastructure and industrial automation.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global edge AI hardware for iot market is segmented as below:

By Device

• Smartphones
• Surveillance cameras
• Automotive systems
• Wearables
• Others

By Component

• ASIC
• GPU
• CPU
• FPGA

By End-User

• Consumer electronics
• Manufacturing
• Automotive
• Healthcare
• Others

Geography

• North America
  • US
  • Canada
  • Mexico
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• Middle East and Africa
  • UAE
  • South Africa
  • Qatar
• South America
  • Brazil
  • Argentina
  • Chile
• Rest of World (ROW)

This study identifies the integration of neuromorphic engineering in microprocessors as one of the prime reasons driving the global edge AI hardware for iot market growth during the next few years. Also, emergence of open source instruction set architectures and adoption of energy harvesting mechanisms for battery free operations will lead to sizable demand in the market.

The report on the global edge AI hardware for iot market covers the following areas:

• Global edge AI hardware for iot market sizing
• Global edge AI hardware for iot market forecast
• Global edge AI hardware for iot market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global edge AI hardware for iot market vendors that include Advanced Micro Devices Inc., Advantech Co. Ltd., Arm Ltd., Cisco Systems Inc., Dell Technologies Inc., Google LLC, Hailo Technologies Ltd., Helium, Hewlett Packard Enterprise Co., Intel Corp., Lattice Semiconductor Corp., Microchip Technology Inc., NVIDIA Corp., NXP Semiconductors NV, Qualcomm Inc., Renesas Electronics Corp., Silicon Laboratories Inc., SiMa Technologies Inc., STMicroelectronics NV, Texas Instruments Inc.. Also, the global edge AI hardware for iot market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Device
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2025
• 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

• 5.1 Global Edge AI Hardware For IoT Market 2020 - 2024
  • Historic Market Size - Data Table on Global Edge AI Hardware For IoT Market 2020 - 2024 ($ million)
• 5.2 Device segment analysis 2020 - 2024
  • Historic Market Size - Device Segment 2020 - 2024 ($ million)
• 5.3 Component segment analysis 2020 - 2024
  • Historic Market Size - Component Segment 2020 - 2024 ($ million)
• 5.4 End-user segment analysis 2020 - 2024
  • Historic Market Size - End-user Segment 2020 - 2024 ($ million)
• 5.5 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.6 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of AI on Global Edge AI Hardware for IoT Market
• 6.2 Impact of Geopolitical Conflicts on Global Edge AI Hardware for IoT Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2025 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2025 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2025 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2025 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2025 and 2030
• 7.7 Market condition

8 Market Segmentation by Device

• 8.1 Market segments
• 8.2 Comparison by Device
• 8.3 Smartphones - Market size and forecast 2025-2030
• 8.4 Surveillance cameras - Market size and forecast 2025-2030
• 8.5 Automotive systems - Market size and forecast 2025-2030
• 8.6 Wearables - Market size and forecast 2025-2030
• 8.7 Others - Market size and forecast 2025-2030
• 8.8 Market opportunity by Device
  • Market opportunity by Device ($ million)

9 Market Segmentation by Component

• 9.1 Market segments
• 9.2 Comparison by Component
• 9.3 ASIC - Market size and forecast 2025-2030
• 9.4 GPU - Market size and forecast 2025-2030
• 9.5 CPU - Market size and forecast 2025-2030
• 9.6 FPGA - Market size and forecast 2025-2030
• 9.7 Market opportunity by Component
  • Market opportunity by Component ($ million)

10 Market Segmentation by End-user

• 10.1 Market segments
• 10.2 Comparison by End-user
• 10.3 Consumer electronics - Market size and forecast 2025-2030
• 10.4 Manufacturing - Market size and forecast 2025-2030
• 10.5 Automotive - Market size and forecast 2025-2030
• 10.6 Healthcare - Market size and forecast 2025-2030
• 10.7 Others - Market size and forecast 2025-2030
• 10.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2025-2030
  • 12.3.1 US - Market size and forecast 2025-2030
  • 12.3.2 Canada - Market size and forecast 2025-2030
  • 12.3.3 Mexico - Market size and forecast 2025-2030
• 12.4 APAC - Market size and forecast 2025-2030
  • 12.4.1 China - Market size and forecast 2025-2030
  • 12.4.2 Japan - Market size and forecast 2025-2030
  • 12.4.3 India - Market size and forecast 2025-2030
  • 12.4.4 South Korea - Market size and forecast 2025-2030
  • 12.4.5 Australia - Market size and forecast 2025-2030
  • 12.4.6 Indonesia - Market size and forecast 2025-2030
• 12.5 Europe - Market size and forecast 2025-2030
  • 12.5.1 Germany - Market size and forecast 2025-2030
  • 12.5.2 UK - Market size and forecast 2025-2030
  • 12.5.3 France - Market size and forecast 2025-2030
  • 12.5.4 Italy - Market size and forecast 2025-2030
  • 12.5.5 Spain - Market size and forecast 2025-2030
  • 12.5.6 The Netherlands - Market size and forecast 2025-2030
• 12.6 Middle East and Africa - Market size and forecast 2025-2030
  • 12.6.1 UAE - Market size and forecast 2025-2030
  • 12.6.2 Saudi Arabia - Market size and forecast 2025-2030
  • 12.6.3 South Africa - Market size and forecast 2025-2030
  • 12.6.4 Israel - Market size and forecast 2025-2030
  • 12.6.5 Qatar - Market size and forecast 2025-2030
• 12.7 South America - Market size and forecast 2025-2030
  • 12.7.1 Brazil - Market size and forecast 2025-2030
  • 12.7.2 Argentina - Market size and forecast 2025-2030
  • 12.7.3 Chile - Market size and forecast 2025-2030
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Increasing demand for real time data processing and low latency computations
  • Stringent data privacy and security regulations
  • Proliferation of smart city infrastructure and industrial automation
• 13.2 Market challenges
  • High initial deployment and hardware costs
  • Severe power consumption and thermal management limitations
  • Complex integration with existing legacy systems
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Integration of neuromorphic engineering in microprocessors
  • Emergence of open source instruction set architectures
  • Adoption of energy harvesting mechanisms for battery free operations

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 Advanced Micro Devices Inc.
  • Advanced Micro Devices Inc. - Overview
  • Advanced Micro Devices Inc. - Business segments
  • Advanced Micro Devices Inc. - Key news
  • Advanced Micro Devices Inc. - Key offerings
  • Advanced Micro Devices Inc. - Segment focus
  • SWOT
• 15.5 Advantech Co. Ltd.
  • Advantech Co. Ltd. - Overview
  • Advantech Co. Ltd. - Business segments
  • Advantech Co. Ltd. - Key offerings
  • Advantech Co. Ltd. - Segment focus
  • SWOT
• 15.6 Arm Ltd.
  • Arm Ltd. - Overview
  • Arm Ltd. - Product / Service
  • Arm Ltd. - Key offerings
  • SWOT
• 15.7 Cisco Systems Inc.
  • Cisco Systems Inc. - Overview
  • Cisco Systems Inc. - Business segments
  • Cisco Systems Inc. - Key news
  • Cisco Systems Inc. - Key offerings
  • Cisco Systems Inc. - Segment focus
  • SWOT
• 15.8 Dell Technologies Inc.
  • Dell Technologies Inc. - Overview
  • Dell Technologies Inc. - Business segments
  • Dell Technologies Inc. - Key offerings
  • Dell Technologies Inc. - Segment focus
  • SWOT
• 15.9 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 15.10 Hewlett Packard Enterprise Co.
  • Hewlett Packard Enterprise Co. - Overview
  • Hewlett Packard Enterprise Co. - Business segments
  • Hewlett Packard Enterprise Co. - Key news
  • Hewlett Packard Enterprise Co. - Key offerings
  • Hewlett Packard Enterprise Co. - Segment focus
  • SWOT
• 15.11 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 15.12 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 15.13 NXP Semiconductors NV
  • NXP Semiconductors NV - Overview
  • NXP Semiconductors NV - Business segments
  • NXP Semiconductors NV - Key news
  • NXP Semiconductors NV - Key offerings
  • NXP Semiconductors NV - Segment focus
  • SWOT
• 15.14 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
  • SWOT
• 15.15 Renesas Electronics Corp.
  • Renesas Electronics Corp. - Overview
  • Renesas Electronics Corp. - Business segments
  • Renesas Electronics Corp. - Key news
  • Renesas Electronics Corp. - Key offerings
  • Renesas Electronics Corp. - Segment focus
  • SWOT
• 15.16 Silicon Laboratories Inc.
  • Silicon Laboratories Inc. - Overview
  • Silicon Laboratories Inc. - Product / Service
  • Silicon Laboratories Inc. - Key news
  • Silicon Laboratories Inc. - Key offerings
  • SWOT
• 15.17 STMicroelectronics NV
  • STMicroelectronics NV - Overview
  • STMicroelectronics NV - Business segments
  • STMicroelectronics NV - Key offerings
  • STMicroelectronics NV - Segment focus
  • SWOT
• 15.18 Texas Instruments Inc.
  • Texas Instruments Inc. - Overview
  • Texas Instruments Inc. - Business segments
  • Texas Instruments Inc. - Key offerings
  • Texas Instruments Inc. - Segment focus
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations