Title :
H∞ output feedback control of stochastic T-S fuzzy model with state-dependent noise
Author :
Ho, Shih-Ju ; Wang, Chih-Hu ; Lee, Bore-kuen ; Su, Chauchin ; Liu, Chien-Nan Jimmy
Author_Institution :
Dept. of Electr. Eng., Chung Hua Univ., Hsinchu
Abstract :
Estimator which guarantee Hinfin robustness performance for the considered nonlinear stochastic systems can be obtained by solving bilinear matrix inequalities. Then, to solve the bilinear matrix inequalities, a two-stage method is adopted to separately obtain the controller gain matrices and the estimator gain matrices by solving two sets of linear matrix inequalities. An example is given to verify the derived results.
Keywords :
Hinfin control; feedback; fuzzy control; fuzzy set theory; linear matrix inequalities; nonlinear control systems; stochastic systems; Hinfin output feedback control; bilinear matrix inequalities; nonlinear stochastic systems; state-dependent noise; stochastic Takagi-Sugeno fuzzy model; Centralized control; Cybernetics; Electronic mail; Fuzzy control; Machine learning; Output feedback; Stochastic resonance; H∞ cotnrol; Qutput feedback; Stochastic T-S fuzzy model;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4621074