DocumentCode :
446084
Title :
Robust output tracking CMAC control: the T-S fuzzy model-based approach
Author :
Chiu, Chian-Song ; Chiang, Tung-sheng
Author_Institution :
Dept. of Electron. Eng., Chien-Kuo Technol. Univ., Changhua, Taiwan
Volume :
4
fYear :
2005
fDate :
July 31 2005-Aug. 4 2005
Firstpage :
2290
Abstract :
This paper proposes a robust T-S FCMAC controller for general uncertain T-S fuzzy systems. Combining the T-S fuzzy PDC concept and the FCMAC compensation, the overall control scheme guarantees the asymptotic output tracking and all bounded internal states. Moreover, the proposed T-S FCMAC control scheme has an easy implementation structure, i.e., the smaller number of nodes of the CMAC network is used. Finally, the simulations show the expected performances.
Keywords :
cerebellar model arithmetic computers; fuzzy control; neurocontrollers; robust control; uncertain systems; CMAC control; asymptotic output tracking; robust output tracking; uncertain T-S fuzzy systems; Brain modeling; Control systems; Fuzzy control; Fuzzy systems; Mathematical model; Nonlinear control systems; Nonlinear systems; Robust control; Sliding mode control; Uncertain systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-9048-2
Type :
conf
DOI :
10.1109/IJCNN.2005.1556258
Filename :
1556258
Link To Document :
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