DocumentCode :
2888209
Title :
Review of the Simulation Model of Driving Behavior
Author :
Wang, Xiao-yuan ; Yang, Xin-yue ; Shan, Gang ; Wang, Feng-qun
Author_Institution :
Inst. of Intelligent Transp., Shandong Univ. of Technol., Zibo
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
911
Lastpage :
918
Abstract :
Study of driving behavior is the important content of the intelligent transportation systems and the theoretic basis of the microscopic traffic flow simulation. In the past, the research concerning to driving behavior mainly focused on the car-following process. From the view of the behavior analysis, the car-following models concerning to the human factors based on cybernetics are reviewed in this paper, such as the GHR model, the collision avoidance model, the AP model, the fuzzy logic model, the neural network model, and the desired headway model, and so on. During the establishment, the advantage and the disadvantage are discussed in detail. Some important questions used to characterize the driving behavior, which are usually ignored in the establishment process of the models, are also revealed. With the latest research of the modern traffic field, the development tendency of the driving behavior simulation models in the future is forecasted from the specialization of the application field, the diversification of the study means and the practicability of the model establishment
Keywords :
automated highways; driver information systems; human factors; road traffic; road vehicles; AP model; GHR model; car-following process; collision avoidance model; cybernetics; desired headway model; driving behavior; fuzzy logic model; human factor; intelligent transportation system; microscopic traffic flow simulation; neural network model; Automatic control; Automotive engineering; Cybernetics; Intelligent transportation systems; Intelligent vehicles; Machine learning; Microscopy; Predictive models; Traffic control; Vehicle driving; Vehicle safety; Car-following; Driving behavior; Intelligent transportation systems; Microscopic simulation; Modern traffic flow theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258496
Filename :
4028193
Link To Document :
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