Title :
Path controller design of a mobile robot based on T-S fuzzy sliding control
Author :
Yu, Gwo-Ruey ; Chen, Yu-Hsuan
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Ming-Hsiung, Taiwan
Abstract :
This paper proposed the path tracking design of a mobile robot based on Takagi-Sugeno (T-S) fuzzy modeling method and sliding mode control. The T-S fuzzy model is utilized to represent the equation of motion of the mobile robot, and the concept of parallel distributed compensation (PDC) is applied to design the T-S fuzzy controller. The stability of the system is guaranteed by linear matrix inequalities (LMIs) from Lyapunov approach. The sliding mode control (SMC) preserves the advantages of quick response and low noise. Therefore, the T-S fuzzy control combine the SMC enable a mobile robot system to possess better robustness.
Keywords :
Lyapunov methods; fuzzy set theory; linear matrix inequalities; mobile robots; position control; variable structure systems; Lyapunov approach; PDC; SMC; T-S fuzzy sliding control; Takagi-Sugeno fuzzy modeling method; linear matrix inequalities; mobile robot; parallel distributed compensation; path controller design; sliding mode control; Equations; Fuzzy control; Mathematical model; Mobile robots; Sliding mode control; Wheels; Takagi-Sugeno(T-S) fuzzy modeling; mobile robot; sliding mode control;
Conference_Titel :
Control Conference (ASCC), 2011 8th Asian
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-487-9
Electronic_ISBN :
978-89-956056-4-6