Title :
Application of optimal fuzzy tracking control for automotive driving
Author :
Wu, Sinq-Jen ; Zeng, Guo-Zhong ; Chiang, Hsin-Han ; Lee, Tsu-Tian
Author_Institution :
Dept. of Electr. Eng., Da-Yeh Univ., Chang-Hwa, Taiwan
Abstract :
This paper proposes a new automotive driving control for vehicle to track the specified multi-objectives. By considering the nonlinear and coupling vehicle dynamics and relative motions with respect to the road, the corresponding T-S fuzzy model of vehicle can be obtained with a suitable input decoupled technique. The controller based on the optimal fuzzy tracking design is then developed and it pushes the outputs of vehicle systems close to any desired targets without excessive control-energy consumption. The desired speed and lateral offset in double lane-change maneuver are given as tracking targets in this work, and simulation results show that the effectiveness of proposed tracking scheme.
Keywords :
fuzzy control; optimal control; road traffic; target tracking; vehicle dynamics; T-S fuzzy model; automotive driving control; coupling vehicle dynamics; nonlinear vehicle dynamics; optimal fuzzy tracking control; vehicle system; Automotive engineering; Control systems; Couplings; Fuzzy control; Fuzzy systems; Optimal control; Road vehicles; Target tracking; Vehicle driving; Vehicle dynamics; Optimal fuzzy tracking; T-S fuzzy models; automotive driving; multi-outputs tracking;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571658