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市場調查報告書

未來的汽車運算架構

Future Automotive Computing Architectures

出版商 ABI Research 商品編碼 1003688
出版日期 內容資訊 英文
商品交期: 最快1-2個工作天內
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未來的汽車運算架構 Future Automotive Computing Architectures
出版日期: 2021年05月05日內容資訊: 英文
簡介

本報告提供未來的汽車運算架構的相關調查,考慮L2+車輛在現行法規中如何部署高級AV功能並從中獲利,硬體設備及軟體的解決方案策略,半導體零組件(CPU,GPU,FPGA,ASIC NNA的)評估,功能的OTA軟體的出貨數及商機,市場佔有率,主要企業等彙整資訊。

目錄

第1章 摘要整理

  • 簡介
  • 從傳統平台的轉變
  • 異種ADAS及AV架構
  • ADAS和IVI功能間的匯流
  • 開放式平台和承包平台
  • 從Robotaxis到小客車

第2章 在目前法規內的L2 +的先進部分自動化

  • 架構的影響
  • 軟體開發
  • 使用L2 +支援的集中型架構的汽車廠商
  • 總論

第3章 OTA更新

  • 架構的影響
  • 總論

第4章 AI及ML邊緣處理

  • CPU
  • GPU
  • FPGA
  • ASIC NNA
  • 異質運算
  • 供應商

第5章 網路

  • 乙太網路
  • HDBaseT

第6章 ROBOTAXIS長期性的架構考慮事項

  • 架構的影響
  • 總論

第7章 預計的架構的演進

  • 從ADAS(L1L2)
  • L2 +
  • L4及L5

第8章 影響ADAS/AD的架構的其他趨勢

  • 電動車
  • 駕駛座領域控制器

第9章 ADAS/AV平台供應商的簡介

  • Mobileye
  • NVIDIA
  • NXP
  • Qualcomm
  • Xilinx
  • Texas Instrument (TI)

第10章 預測

  • 小客車
  • Robotaxis
  • 硬體設備總收益:小客車和Robotaxis
目錄
Product Code: AN-5402

Actionable Benefits:

  • Build or future-proof hardware and software solution strategies based on the expected evolution of ADAS and AV architecture.
  • Understand how to deploy and monetize from advanced AV functionalities within the current regulation with L2+ vehicles.
  • Assess the semiconductor components (CPU, GPU, FPGA, and ASIC NNA) and functional OTA software updates shipments and revenue opportunities until 2030.
  • Use the detailed assessment of key players, market share, and OEM releases as input for product planning.

Critical Questions Answered:

  • How the hardware requirements differ in the different automated driving stages, from driver assistance to fully autonomous systems?
  • How will the transition from legacy to AV vehicle architecture take place?
  • What are the AI edge processing and networking requirements in L2+ and fully autonomous systems?
  • What are the semiconductor components (CPU, GPU, FPGA, and ASIC NNA) shipments and revenue opportunities for passenger vehicles and robotaxis?
  • What is the functional OTA software updates market opportunity per SAE level?

Research Highlights:

  • In-depth analysis of the vehicle architecture evolution, from SAE Level 1 to 5.
  • A detailed assessment of the ADAS and AV hardware key players, partnerships, and carmakers releases.
  • Detailed hardware components forecasts per region and SAE level for passenger vehicles and robotaxis.
  • Functional OTA software update forecasts by SAE Level.

Who Should Read This?

  • Decision-makers and OEMs, and Tier 1s responsible for ADAS and Autonomous Technology deployments.
  • Product managers in silicon companies with dedicated automotive-grade SoCs.
  • Automotive product managers at networking semiconductor vendors.

Companies Mentioned:

  • Ambarella
  • Audi
  • Cadillac
  • Ford
  • Geely Auto Group
  • Hailo
  • Harman
  • Imagination
  • Marvell
  • Mercedes-Benz
  • Mobileye
  • Motional
  • NIO
  • NVIDIA
  • NXP
  • Qualcomm
  • Tesla
  • Texas Instruments
  • Valens
  • Volvo
  • Xilinx

TABLE OF CONTENTS

1. EXECUTIVE SUMMARY

  • 1.1. Introduction
  • 1.2. Transition from Legacy Platforms
  • 1.3. Heterogeneous ADAS and AV Architecture
  • 1.4. Convergence between ADAS and IVI functionalities
  • 1.5. Open versus Turnkey Platforms
  • 1.6. From Robotaxis to Passenger Vehicles

2. L2+ ADVANCED PARTIAL AUTOMATION WITHIN THE CURRENT REGULATION

  • 2.1. Architecture Implications
  • 2.2. Software development
  • 2.3. Carmakers Using L2+ Capable Centralized Architecture
  • 2.4. Concluding Remarks

3. OTA UPDATES

  • 3.1. Archtecture Implications
  • 3.2. Concluding Remarks

4. AI AND ML EDGE PROCESSING

  • 4.1. CPU
  • 4.2. GPUs
  • 4.3. FPGA
  • 4.4. ASIC NNA
  • 4.5. Heterogeneous Compute
  • 4.6. Vendors

5. NETWORKING

  • 5.1. Ethernet
  • 5.2. HDBaseT

6. ROBOTAXIS AND LONG TERM ARCHITECTURE CONSIDERATIONS

  • 6.1. Architecture Implications
  • 6.2. Concluding Remarks

7. EXPECTED ARCHITECTURE EVOLUTION

  • 7.1. ADAS (L1 to L2)
  • 7.2. L2+
  • 7.3. L4 and L5

8. OTHER TRENDS AFFECTING ADAS/AD ARCHITECTURES

  • 8.1. Electric Vehicles
  • 8.2. Cockpit Domain Controller

9. ADAS/AV PLATFORM VENDOR PROFILES

  • 9.1. Mobileye
  • 9.2. NVIDIA
  • 9.3. NXP
  • 9.4. Qualcomm
  • 9.5. Xilinx
  • 9.6. Texas Instrument (TI)

10. FORECASTS

  • 10.1. Passenger Vehicles
  • 10.2. Robotaxis
  • 10.3. Total Hardware Revenue: Passenger Vehicles and Robotaxis