Title :
Design of T-S fuzzy controller for two-wheeled mobile robot
Author :
Sun, Chung-Hsun ; Wang, Yin-Tien ; Chang, Cheng-Chung
Author_Institution :
Dept. of Mech. & Electro-Mech. Eng., Tamkang Univ., Tamsui, Taiwan
Abstract :
The switching Takagi-Sugeno (T-S) fuzzy model-based position control design for a differentially driven wheeled mobile robot is considered in this paper. In this work, the kinematic equations of the differentially driven wheeled mobile robot are firstly represented by exact T-S fuzzy systems. Then the switching section method is further employed to avoid uncontrollable problem of the derived T-S fuzzy model. Consequently, the switching parallel distributed compensation is utilized to control the switching fuzzy system. Moreover, the guaranteed cost control concept is utilized to improve the performance of the control system. Finally, the experimental results illustrate the effectiveness of the control design.
Keywords :
fuzzy control; mobile robots; robot kinematics; T-S fuzzy controller; T-S fuzzy systems; differentially driven wheeled mobile robot; guaranteed cost control; kinematic equations; switching Takagi-Sugeno fuzzy model-based position control design; switching fuzzy system; switching parallel distributed compensation; two-wheeled mobile robot; Control design; Cost function; Fuzzy systems; Mathematical model; Mobile robots; Switches; T-S fuzzy system; differentially driven mobile robots; guaranteed cost;
Conference_Titel :
System Science and Engineering (ICSSE), 2011 International Conference on
Conference_Location :
Macao
Print_ISBN :
978-1-61284-351-3
Electronic_ISBN :
978-1-61284-472-5
DOI :
10.1109/ICSSE.2011.5961903