Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey

doi:10.1109/TITS.2017.2706978

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进控制与自动化团队

	Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey
	Martinez, Clara Marina 1; Heucke, Mira 1; Wang, Fei-Yue2 ; Gao, Bo 3; Cao, Dongpu 1
刊名	IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
	2018-03-01
卷号	19 期号:3 页码:666-676
关键词	Driving Style Driving Conditions Driver Behavior Driving Style Recognition Machine Learning Intelligent Vehicle Control Energy Efficiency Driving Safety
DOI	10.1109/TITS.2017.2706978
文献子类	Article
英文摘要	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.
WOS关键词	TRANSPORTATION SYSTEMS ; BEHAVIOR ; MANAGEMENT ; CLASSIFICATION ; IMPACT ; SKILL
WOS研究方向	Engineering ; Transportation
语种	英语
WOS记录号	WOS:000427222600001
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/21983]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
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
推荐引用方式 GB/T 7714	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.