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发表状态已发表Published
题名Milestones in Autonomous Driving and Intelligent Vehicles - Part II: Perception and Planning
作者
发表日期2023-10-01
发表期刊IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN/eISSN2168-2216
卷号53期号:10页码:6401-6415
摘要

A growing interest in autonomous driving (AD) and intelligent vehicles (IVs) is fueled by their promise for enhanced safety, efficiency, and economic benefits. While previous surveys have captured progress in this field, a comprehensive and forward-looking summary is needed. Our work fills this gap through three distinct articles. The first part, a 'survey of surveys' (SoS), outlines the history, surveys, ethics, and future directions of AD and IV technologies. The second part, 'Milestones in AD and IVs Part I: Control, Computing System Design, Communication, high-definition map (HD map), Testing, and Human Behaviors' delves into the development of control, computing system, communication, HD map, testing, and human behaviors in IVs. This part, the third part, reviews perception and planning in the context of IVs. Aiming to provide a comprehensive overview of the latest advancements in AD and IVs, this work caters to both newcomers and seasoned researchers. By integrating the SoS and Part I, we offer unique insights and strive to serve as a bridge between past achievements and future possibilities in this dynamic field.

关键词Autonomous driving (AD) communication control high-definition map (HD map) human behaviors intelligent vehicles (IVs) perception planning survey of surveys (SoS) system design testing
DOI10.1109/TSMC.2023.3283021
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收录类别SCIE
语种英语English
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号WOS:001019461200001
Scopus入藏号2-s2.0-85162874874
引用统计
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/10897
专题北师香港浸会大学
作者单位
1.Institute of Automation,Chinese Academy of Sciences,State Key Laboratory of Management and Control for Complex Systems,Beijing,100190,China
2.Waytous Ltd.,Office of President,Beijing,100083,China
3.Hong Kong Baptist University,Department of Computer Science,Hong Kong,China
4.BNU-HKBU United International College,Department of Computer Science,Zhuhai,519087,China
5.Hunan University,College of Mechanical and Vehicle Engineering,Changsha,410082,China
6.University of Cambridge,Department of Engineering,Cambridge,CB2 1TN,United Kingdom
7.Waytous Ltd.,Beijing,China
8.Xi'An Jiaotong University,College of Artificial Intelligence,Xi'an,710049,China
9.Tsinghua University,School of Mechanical Engineering,Beijing,100190,China
推荐引用方式
GB/T 7714
Chen, Long,Teng, Siyu,Li, Baiet al. Milestones in Autonomous Driving and Intelligent Vehicles - Part II: Perception and Planning[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(10): 6401-6415.
APA Chen, Long., Teng, Siyu., Li, Bai., Na, Xiaoxiang., Li, Yuchen., .. & Wang, Fei Yue. (2023). Milestones in Autonomous Driving and Intelligent Vehicles - Part II: Perception and Planning. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(10), 6401-6415.
MLA Chen, Long,et al."Milestones in Autonomous Driving and Intelligent Vehicles - Part II: Perception and Planning". IEEE Transactions on Systems, Man, and Cybernetics: Systems 53.10(2023): 6401-6415.
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