Title :
Nonsingular terminal sliding control using fuzzy wavelet networks for Mecanum wheeled omni-directional vehicles
Author :
Tsai, Ching-Chih ; Wu, Hsiao-Lang
Author_Institution :
Dept. of Electr. Eng., Nat. Chung-Hsing Univ., Taichung, Taiwan
Abstract :
This paper presents a nonsingular terminal sliding mode control using fuzzy wavelet networks for trajectory tracking and stabilization of a Mecanum wheeled omnidirectional vehicle (MWOV). A dynamic model of the vehicle including static friction is constructed; on the basis of the model, a nonsingular terminal sliding mode control is proposed to achieve trajectory tracking and stabilization. Fuzzy wavelet networks are then used to on-line approximate some uncertain nonlinear term of the controller, thereby accomplishing out better motion performance. Simulation results are conducted to show the effectiveness and the merit of the proposed approach.
Keywords :
fuzzy control; mobile robots; motion control; nonlinear control systems; position control; stability; variable structure systems; vehicles; Mecanum wheeled omnidirectional vehicle; fuzzy wavelet networks; nonlinear controller; nonsingular terminal sliding mode control; online approximation; static friction; trajectory tracking; Approximation methods; Kinematics; Mathematical model; Mobile robots; Trajectory; Vehicle dynamics; Vehicles;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584223