A New Car-Following Model considering Driving Characteristics and Preceding Vehicle’s Acceleration
Joint Authors
Yin, Baocai
Zhang, Yong
Ni, Ping
Li, Minwei
Liu, Hao
Source
Journal of Advanced Transportation
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-03
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
In the past decades, many improved car-following models based on the full velocity difference (FVD) model have been developed.
But these models do not consider the acceleration of leading vehicle.
Some of them consider individual anticipation behavior of drivers, but they either do not quantitatively determine the types of driving or artificially divide the driving types rather than deriving them from actual traffic data.
In this paper, driver’s driving styles are firstly categorized based on actual traffic data via data mining and clustering algorithm.
Secondly, a new car-following model based on FVD model is developed, taking into account individual anticipation effects and the acceleration of leading vehicle.
The effect of driving characteristics and leading vehicle’s acceleration on car-following behavior is further analyzed via numerical simulation.
The results show that considering the acceleration of preceding vehicle in the model improves the stability of traffic flow and different driving characteristics have different influence on the stability of traffic flow.
American Psychological Association (APA)
Zhang, Yong& Ni, Ping& Li, Minwei& Liu, Hao& Yin, Baocai. 2017. A New Car-Following Model considering Driving Characteristics and Preceding Vehicle’s Acceleration. Journal of Advanced Transportation،Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1170553
Modern Language Association (MLA)
Zhang, Yong…[et al.]. A New Car-Following Model considering Driving Characteristics and Preceding Vehicle’s Acceleration. Journal of Advanced Transportation No. 2017 (2017), pp.1-14.
https://search.emarefa.net/detail/BIM-1170553
American Medical Association (AMA)
Zhang, Yong& Ni, Ping& Li, Minwei& Liu, Hao& Yin, Baocai. A New Car-Following Model considering Driving Characteristics and Preceding Vehicle’s Acceleration. Journal of Advanced Transportation. 2017. Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1170553
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1170553