Title :
An algorithm using predictive control theory for automatic drive
Author :
Liu, Jie ; Lan, Hai
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
In an intelligent transportation system (ITS), automatic drive is a popular topic. This paper describes an algorithm using the predictive control theory based on a vehicle systematic dynamical model described by Hatwal et al. Under our simulation environment, only one automatic car runs on the virtual roads. The car can change its velocity and other parameters to satisfy the need of safe automatic drive while driving according to the circumstance of the fore road. The simulating results show that this algorithm was effective and the status of the moving car was acceptable.
Keywords :
automated highways; automobiles; digital simulation; predictive control; traffic engineering computing; virtual reality; ITS; automatic driving; automobiles; dynamical model; intelligent transportation system; model based control; predictive control; second-order nonlinear model; simulation; virtual roads; Automatic control; Humans; Integrated circuit modeling; Intelligent transportation systems; Prediction algorithms; Predictive control; Roads; Tires; Turning; Vehicle dynamics;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1167481