Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey
Martinez, Clara Marina1; Heucke, Mira1; Wang, Fei-Yue2; Gao, Bo3; Cao, Dongpu1
2018-03-01
发表期刊IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
卷号19期号:3页码:666-676
文章类型Article
摘要Driver driving style plays an important role in vehicle energy management as well as driving safety. Furthermore, it is key for advance driver assistance systems development, toward increasing levels of vehicle automation. This fact has motivated numerous research and development efforts on driving style identification and classification. This paper provides a survey on driving style characterization and recognition revising a variety of algorithms, with particular emphasis on machine learning approaches based on current and future trends. Applications of driving style recognition to intelligent vehicle controls are also briefly discussed, including experts' predictions of the future development.
关键词Driving Style Driving Conditions Driver Behavior Driving Style Recognition Machine Learning Intelligent Vehicle Control Energy Efficiency Driving Safety
WOS标题词Science & Technology ; Technology
DOI10.1109/TITS.2017.2706978
关键词[WOS]TRANSPORTATION SYSTEMS ; BEHAVIOR ; MANAGEMENT ; CLASSIFICATION ; IMPACT ; SKILL
收录类别SCI
语种英语
WOS研究方向Engineering ; Transportation
WOS类目Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS记录号WOS:000427222600001
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/21983
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
作者单位1.Cranfield Univ, Ctr Automot Engn, Cranfield MK43 0AL, Beds, England
2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
3.AVL Powertrain UK Ltd, Elect & Controls Div, Basildon SS15 6SR, Essex, England
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Martinez, Clara Marina,Heucke, Mira,Wang, Fei-Yue,et al. Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2018,19(3):666-676.
APA Martinez, Clara Marina,Heucke, Mira,Wang, Fei-Yue,Gao, Bo,&Cao, Dongpu.(2018).Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,19(3),666-676.
MLA Martinez, Clara Marina,et al."Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 19.3(2018):666-676.
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