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
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