Title :
Robust sliding mode-like fuzzy logic control for anti-lock braking systems with uncertainties and disturbances
Author :
Wang, Wei-Yen ; Hsu, Kou-Cheng ; Tsu-Tian Lee ; Chen, Guan-Ming
Author_Institution :
Dept. of Electron. Eng., Fu-Jen Catholic Univ., Taipei, Taiwan
Abstract :
In this paper, we propose a robust sliding mode-like fuzzy logic controller for an anti-lock brake system (ABS) with self-tuning of the dead-zone parameters. The main control strategy is to force the wheel slip ratio tracking the optimum value 0.2. The proposed controller for anti-lock braking systems provides a stable and reliable performance under the uncertainties in vehicle brake systems. Simulation results will show the validity and effectiveness of the proposed sliding mode-like fuzzy logic controller.
Keywords :
adaptive control; brakes; fuzzy control; robust control; self-adjusting systems; variable structure systems; anti-lock braking systems; antilock brake system; control strategy; dead-zone parameters; robust sliding mode-like fuzzy logic control; self-tuning parameters; uncertainties; vehicle brake systems; wheel slip ratio; Control systems; Fuzzy logic; Gravity; Robust control; Sliding mode control; Stability; Uncertainty; Valves; Vehicles; Wheels;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1264555