Vehicle Computing: From Traditional Transportation to Computing on Wheels
暫譯: 車輛計算:從傳統交通到行駛中的計算
Lu, Sidi, Shi, Weisong
相關主題
商品描述
Over the past century, vehicles have predominantly functioned as a means of transportation. However, as vehicular computation and communication capacities continue to expand, it is anticipated that upcoming connected vehicle (CVs) will not only serve their conventional transport functions but also act as versatile mobile computing platforms. This book presents the concept of Vehicle Computing, encompassing five primary functionalities of CVs: computation, communication, energy management, sensing, and data storage. It proposes a potential business model and explores the challenges and opportunities associated with these domains.
Vehicle Computing serves as an important resource for the research community and practitioners in the field of edge computing and cyber physical system, capturing the essence of a rapidly changing industry, addressing the challenges and opportunities associated with connected vehicles, (including software-defined vehicles, autonomous vehicles, electric vehicles) machine learning, communication, sensing, data storage, energy management, and computer systems. It synthesizes the latest research and real-world applications, offering valuable insights to both academia and industry professionals.
Vehicle Computing covers topics such as:
- The fundamentals of Vehicle Computing, including its historical context and key components.
- Advanced communication and networking technologies for connected vehicles.
- Sensing and data acquisition techniques, including edge and cloud computing integration.
- Energy management and storage, focusing on electric vehicle infrastructure and vehicle-to-grid.
- Data storage and processing strategies for vehicular environments.
- Real-world applications and case studies, highlighting best practices and future trends.
商品描述(中文翻譯)
在過去的百年中,車輛主要作為交通工具。然而,隨著車輛計算和通信能力的持續擴展,預計未來的連接車輛(CVs)將不僅僅執行其傳統的運輸功能,還將作為多功能的移動計算平台。本書提出了車輛計算的概念,涵蓋了CVs的五大主要功能:計算、通信、能源管理、感測和數據存儲。它提出了一個潛在的商業模式,並探討了與這些領域相關的挑戰和機會。
《車輛計算》是邊緣計算和網絡物理系統領域研究社群和實務工作者的重要資源,捕捉了這個快速變化行業的本質,解決了與連接車輛(包括軟體定義車輛、自動駕駛車輛和電動車)相關的挑戰和機會,涵蓋了機器學習、通信、感測、數據存儲、能源管理和計算機系統。它綜合了最新的研究和實際應用,為學術界和業界專業人士提供了寶貴的見解。
《車輛計算》涵蓋的主題包括:
- 車輛計算的基本原理,包括其歷史背景和關鍵組件。
- 連接車輛的先進通信和網絡技術。
- 感測和數據獲取技術,包括邊緣計算和雲計算的整合。
- 能源管理和存儲,重點關注電動車基礎設施和車輛對電網(vehicle-to-grid)。
- 車輛環境中的數據存儲和處理策略。
- 實際應用和案例研究,突顯最佳實踐和未來趨勢。