Title :
Driver Modeling for Simulation of Transportation Systems
Author :
Zhang, Sumin ; Deng, Weiwen
Author_Institution :
State Key Lab. of Automotive Simulation & Control, Jilin Univ., Changchun, China
Abstract :
This paper first reviewed the driver or driving models used in traffic simulation that were created mainly for generating the required mobility. Some commonly used models and the state-of-the-art technologies were discussed. In order to better study the effect of human driver on the transportation system, this paper introduced several other typical driver models and the related technologies that were developed for the purposes of studies on vehicle dynamics and controls during last decades. These models not only perform the tasks in generating the required mobility with better fidelity and flexibility for traffic simulation, but also provide more insight on the physics of drivers´ driving nature and characteristics. Further research was suggested in the modeling of drivers´ personal driving characteristics, in particular, drivers´ habitual driving styles. These can be very valuable and important in the design and study of the modern transportation systems with vehicle-driver-environment taken into consideration.
Keywords :
driver information systems; road traffic control; road vehicles; transportation; vehicle dynamics; driver driving nature; driver habitual driving style; driver modeling; human driver; mobility; personal driving characteristics; traffic simulation; transportation system simulation; vehicle control; vehicle dynamics; vehicle-driver-environment; Computational modeling; Humans; Mathematical model; Traffic control; Vehicle dynamics; Vehicles;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2012 IEEE 75th
Conference_Location :
Yokohama
Print_ISBN :
978-1-4673-0989-9
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2012.6240316