Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey

In recent years, modeling and recognizing driver behavior have become crucial to understanding intelligence transport systems, human-vehicle systems, and intelligent vehicle systems. A wide range of both mathematical identification methods and modeling methods of driver behavior are presented from t...

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Main Authors:	Wenshuo Wang, Junqiang Xi, Huiyan Chen
Format:	Article
Language:	English
Published:	Hindawi Limited 2014-01-01
Series:	Mathematical Problems in Engineering
Online Access:	http://dx.doi.org/10.1155/2014/245641

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spelling	doaj-147d395b7ec14d269ab131afb72054aa2020-11-24T21:11:23ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472014-01-01201410.1155/2014/245641245641Modeling and Recognizing Driver Behavior Based on Driving Data: A SurveyWenshuo Wang0Junqiang Xi1Huiyan Chen2School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, ChinaSchool of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, ChinaSchool of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, ChinaIn recent years, modeling and recognizing driver behavior have become crucial to understanding intelligence transport systems, human-vehicle systems, and intelligent vehicle systems. A wide range of both mathematical identification methods and modeling methods of driver behavior are presented from the control point of view in this paper based on the driving data, such as the brake/throttle pedal position and the steering wheel angle, among others. Subsequently, the driver’s characteristics derived from the driver model are embedded into the advanced driver assistance systems, and the evaluation and verification of vehicle systems based on the driver model are described.http://dx.doi.org/10.1155/2014/245641
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Wenshuo Wang Junqiang Xi Huiyan Chen
spellingShingle	Wenshuo Wang Junqiang Xi Huiyan Chen Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey Mathematical Problems in Engineering
author_facet	Wenshuo Wang Junqiang Xi Huiyan Chen
author_sort	Wenshuo Wang
title	Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey
title_short	Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey
title_full	Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey
title_fullStr	Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey
title_full_unstemmed	Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey
title_sort	modeling and recognizing driver behavior based on driving data: a survey
publisher	Hindawi Limited
series	Mathematical Problems in Engineering
issn	1024-123X 1563-5147
publishDate	2014-01-01
description	In recent years, modeling and recognizing driver behavior have become crucial to understanding intelligence transport systems, human-vehicle systems, and intelligent vehicle systems. A wide range of both mathematical identification methods and modeling methods of driver behavior are presented from the control point of view in this paper based on the driving data, such as the brake/throttle pedal position and the steering wheel angle, among others. Subsequently, the driver’s characteristics derived from the driver model are embedded into the advanced driver assistance systems, and the evaluation and verification of vehicle systems based on the driver model are described.
url	http://dx.doi.org/10.1155/2014/245641
work_keys_str_mv	AT wenshuowang modelingandrecognizingdriverbehaviorbasedondrivingdataasurvey AT junqiangxi modelingandrecognizingdriverbehaviorbasedondrivingdataasurvey AT huiyanchen modelingandrecognizingdriverbehaviorbasedondrivingdataasurvey
_version_	1716753559865786368

Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey

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