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
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;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811641