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Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey
文献类型：期刊论文
| 作者 | Martinez, Clara Marina1; Heucke, Mira1; Wang, Fei-Yue2 ; Gao, Bo3; Cao, Dongpu1
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| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
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| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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