Chapter
Jul 3, 2013
An Improved Car-Following Model by Considering Angry Driving with Fuzzy Inference
Authors: Ping Wan, Ph.D. [email protected], Chaozhong Wu [email protected], and Xiaofeng Ma [email protected]Author Affiliations
Publication: ICTIS 2013: Improving Multimodal Transportation Systems-Information, Safety, and Integration
Abstract
Driver's emotions are one of the core factors that affect the running characters of vehicle which also impacts the traffic safety. Moreover, of all the driver's emotions, angry driving is the most evident. However, in general, angry driving is rarely considered into traditional car-following models. In this paper, an improved car-following model that considers angry driving is proposed. First, the theory of Weibull distribution is used to calibrate the definite desired time headway whose scope were already acquired from ten groups of on-road experiments to reflect the drivers' emotions. Then, the fuzzy inference was adopted to establish the new car-following model because of its indetermination and fuzzy characteristics of the driving process such as drivers' subjective judgments, reasoning and decision making. Finally, the new model under special scenery has been simulated in Matlab/Simulink. The simulation results indicate that (1) the angrier the following driver is, increases the rate of acceleration or deceleration the following car moves at, which means the driver adopts more excessive range of vehicle operation, (2) The relative distance away from the front car is larger when the following car decelerates while smaller when accelerates under angry driving than that of normal driving.
Get full access to this article
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
Copyright
© 2013 American Society of Civil Engineers.
History
Published online: Jul 3, 2013
Permissions
Request permissions for this article.
Authors
Affiliations
Intelligent Transport Systems Research Center & Engineering Research Center for Transportation Safety (Ministry of Education), Wuhan University of Technology, 1040 Heping Avenue, Wuhan, Hubei, 430063, China. E-mail: [email protected]
Professor, Intelligent Transport Systems Research Center & Engineering Research Center for Transportation Safety (Ministry of Education), Wuhan University of Technology, 1040 Heping Avenue, Wuhan, Hubei, 430063, China. E-mail: [email protected]
Assistant Researcher, Intelligent Transport Systems Research Center & Engineering Research Center for Transportation Safety (Ministry of Education), Wuhan University of Technology, 1040 Heping Avenue, Wuhan, Hubei, 430063, China. E-mail: [email protected]
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.
View Options
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.