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Status已发表Published
TitleMilestones in Autonomous Driving and Intelligent Vehicles - Part II: Perception and Planning
Creator
Date Issued2023-10-01
Source PublicationIEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN2168-2216
Volume53Issue:10Pages:6401-6415
Abstract

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.

KeywordAutonomous 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
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Cybernetics
WOS IDWOS:001019461200001
Scopus ID2-s2.0-85162874874
Citation statistics
Cited Times:41[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/10897
CollectionBeijing Normal-Hong Kong Baptist University
Affiliation
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
Recommended Citation
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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