Nonsingular Terminal Sliding Control Using Fuzzy Wavelet Networks for Mecanum Wheeled Omni-directional Vehicles

被引:0
|
作者
Tsai, Ching-Chih [1 ]
Wu, Hsiao-Lang [1 ]
机构
[1] Natl Chung Hsing Univ, Dept Elect Engn, Taichung 40277, Taiwan
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
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页数:6
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