Title :
A cognitive traffic micro-simulation model
Author :
Wang, Xiao-yuan ; Liu, Jia-Sen ; Yang, Xin-yue
Author_Institution :
Shandong Univ. of Technol., ZiBo, China
Abstract :
Aiming at the uncertainty of driving behavior, a new integrated cognitive car-following model to reflect the driver\´s psycho-physic characteristics is established in this paper. The model is calibrated with the field data collected by "Five-Wheel experiment System" and the multistatistical analysis method. Data different from what is used in the calibrated procedure is brought to validate the model. The results indicate that the model is very effective to reflect the complexity of the driving behavior, and reproduce the real dynamic procedure of the driver-car unit. The model and the algorithm can be provided as the theoretic basis of the integrated cooperated traffic network simulation and the intelligent transportation systems research.
Keywords :
automated highways; behavioural sciences; statistical analysis; traffic engineering computing; Five-Wheel experiment System; cognitive car-following model; driver psycho-physic characteristics; driver-car unit; driving behavior; integrated cooperated traffic network simulation; intelligent transportation systems; microscopic traffic simulation; multistatistical analysis; Cities and towns; Computational modeling; Intelligent transportation systems; Microscopy; Psychology; Road transportation; Road vehicles; Telecommunication traffic; Traffic control; Vehicle driving; Driving behavior; car-following model; microscopic traffic simulation; psycho-physic characteristics;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571180