Title :
Intelligent Modeling of Human Driver: A Survey
Author :
Delice, I. Ilker ; Ertugrul, Seniz
Author_Institution :
Istanbul Tech. Univ., Istanbul
Abstract :
The control strategy of human operator is naturally dynamic, stochastic and nonlinear. It also changes gradually through the time. Therefore, human driver modeling is a very difficult task. The driver model must be accurate and robust enough to give valid human behaviours under varying conditions, otherwise the model will most probably fail. This means the model has to have some intelligence similar to the human driver. In this paper, human driver modeling was analyzed from an intelligent control perspective.
Keywords :
driver information systems; intelligent control; road vehicles; human driver intelligent modeling; human operator; intelligent control; road traffic; Humans; Intelligent vehicles; Neural networks; Road accidents; Road safety; Road vehicles; Traffic control; Vehicle driving; Vehicle dynamics; Wheels;
Conference_Titel :
Intelligent Vehicles Symposium, 2007 IEEE
Conference_Location :
Istanbul
Print_ISBN :
1-4244-1067-3
Electronic_ISBN :
1931-0587
DOI :
10.1109/IVS.2007.4290189