Robust fuzzy control for chaotic dynamics in Lorenz systems with uncertainties |
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Authors: | Wang Yao-Nan Tan Wen Duan Feng |
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Affiliation: | College of Electrical and Information Engineering, Hunan University, Changsha 410082, China; School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan 411201, China |
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Abstract: | ![]() This paper deals with the robust fuzzy control for chaotic systems in thepresence of parametric uncertainties. An uncertain Takagi--Sugeno fuzzy modelfor a Lorenz chaotic system is first constructed. Then a robust fuzzy statefeedback control scheme ensures the control for stable operations underbounded parametric uncertainties. For a chaotic system with knownuncertainty bounds, a robust fuzzy regulator is designed by choosing thecontrol parameters satisfying the linear matrix inequality. To verify thevalidity and effectiveness of the proposed controller design method, ananalysis technique is suggested and applied to the control of an uncertainLorenz chaotic system. |
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Keywords: | chaos Takagi--Sugeno fuzzy model robust control linear matrixinequality |
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