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
Source PublicationIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
2018-03-01
Volume19Issue:3Pages:666-676
SubtypeArticle
AbstractDriver 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.
KeywordDriving Style Driving Conditions Driver Behavior Driving Style Recognition Machine Learning Intelligent Vehicle Control Energy Efficiency Driving Safety
WOS HeadingsScience & Technology ; Technology
DOI10.1109/TITS.2017.2706978
WOS KeywordTRANSPORTATION SYSTEMS ; BEHAVIOR ; MANAGEMENT ; CLASSIFICATION ; IMPACT ; SKILL
Indexed BySCI
Language英语
WOS Research AreaEngineering ; Transportation
WOS SubjectEngineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS IDWOS:000427222600001
Citation statistics
Cited Times:19[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21983
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Affiliation1.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
Recommended Citation
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.
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