2026-2030年全球物联网边缘人工智慧硬体市场

预计 2025 年至 2030 年间，全球物联网边缘人工智慧硬体市场规模将成长至 201.425 亿美元，预测期内复合年增长率为 18.0%。

本报告对全球物联网边缘人工智慧硬体市场进行了全面分析，包括市场规模和预测、趋势、成长要素、挑战以及对约 25 家公司的供应商分析。

本报告对当前市场状况、最新趋势和驱动因素以及整体市场环境进行了最新分析。推动该市场发展的因素包括：对即时数据处理和低延迟计算日益增长的需求、严格的数据隐私和安​​全法规、智慧城市基础设施的普及以及工业自动化技术的进步。

本研究客观地结合了一手和二手讯息，包括主要行业相关人员的意见。报告内容涵盖主要企业分析、全面的市场规模数据、区域細項分析以及供应商格局。报告包含历史数据和预测数据。

本研究指出，将神经形态工程技术整合到微处理器中，是未来几年全球物联网边缘人工智慧硬体市场成长的关键驱动因素之一。此外，开放原始码指令集架构的出现以及用于无电池运作的能源采集机制的应用，也将显着提升市场需求。

目录

第一章执行摘要

第二章 Technavio 分析

• 分析定价、生命週期、顾客购买篮子、采用率和购买标准。
• 输入的重要性及差异化因素
• 混淆因素
• 促进因素和挑战的影响

第三章 市场状况

• 市场生态系统
• 市场特征
• 价值链分析

第四章 市场规模

• 市场的定义
• 市场区隔分析
• 2025年市场规模
• 2025-2030年市场展望

第五章 市场规模与表现

• 2020-2024年全球物联网边缘人工智慧硬体市场
• 2020-2024年设备细分市场分析
• 2020-2024年零件细分市场分析
• 2020-2024年最终用户细分市场分析
• 2020-2024年区域市场分析
• 2020-2024年各国细分市场分析

第六章 定性分析

• 人工智慧的影响：面向物联网的边缘人工智慧硬体全球市场
• 地缘政治衝突影响物联网边缘人工智慧硬体的全球市场。

第七章：五力分析

• 五力模型概述
• 买方的议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

第八章 市场区隔：依设备

• 比较：按设备
• 智慧型手机
• 监视录影机
• 汽车系统
• 穿戴式装置
• 其他的
• 市场机会：依设备划分

第九章 市场区隔：依组件

• 比较：按组件
• ASIC
• GPU
• CPU
• FPGA
• 市场机会：按组件划分

第十章 市场区隔：依最终用户划分

• 比较：按最终用户
• 家用电子电器
• 製造业
• 车
• 卫生保健
• 其他的
• 市场机会：依最终用户划分

第十一章 客户情况

第十二章 区域情势

• 区域细分
• 区域比较
• 北美洲
  • 我们
  • 加拿大
  • 墨西哥
• 亚太地区
  • 中国
  • 日本
  • 印度
  • 韩国
  • 澳洲
  • 印尼
• 欧洲
  • 德国
  • 英国
  • 法国
  • 义大利
  • 西班牙
  • 荷兰
• 中东和非洲
  • 阿拉伯聯合大公国
  • 沙乌地阿拉伯
  • 南非
  • 以色列
  • 卡达
• 南美洲
  • 巴西
  • 阿根廷
  • 智利
• 市场机会：按地区划分

第十三章 促进因素、挑战与机会

• 市场驱动因素
• 市场挑战
• 促进因素和挑战的影响
• 市场机会

第十四章 竞争格局

• 概述
• 竞争格局
• 混乱局面
• 产业风险

第十五章 竞争分析

• 公司简介
• 公司排名指标
• 企业市场定位
• 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.

第十六章附录

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