DocumentCode
3116043
Title
The CMAC tuning effects to improve the H∞ control performance
Author
Tao, Ted ; Su, Shun-Feng
Author_Institution
Dept. of Electr. Eng., Technol. & Sci. Inst. of Northern Taiwan, Taipei
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
2331
Lastpage
2336
Abstract
The CMAC tuning effects to improve the Hinfin control performance is proposed in this paper. The Hinfin norm is utilized for evaluating the supremum of the robust control variable such that it ensures the Lyapunov stability of the proposed control schemes. Under the Lyapunov stable criterion, we apply the novel pre-step CMAC online tuning scheme for tuning the control variable in order to improve the system output performance. Two kinds control schemes are employed to simulate and discuss in this paper: the supervisory robust control and the pre-step CMAC robust control schemes. Finally, simulation results demonstrate that the pre-step CMAC robust tuning control schemes can efficiently save control power and decrease control error, which make the system output follow the control command quickly and accurately.
Keywords
Hinfin control; Lyapunov methods; cerebellar model arithmetic computers; robust control; stability; CMAC online tuning scheme; Hinfin control performance; Lyapunov stability; cerebellar model articulation controller; robust control; Bicycles; Control systems; Electric variables control; Error correction; Fuzzy control; Lyapunov method; Robust control; Robust stability; Robustness; Uncertainty; CMAC; Fuzzy Control; Lyapunov Stability; Robust Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location
Singapore
ISSN
1062-922X
Print_ISBN
978-1-4244-2383-5
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2008.4811641
Filename
4811641
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