Covariance control with observed-state feedback gains for continuous nonlinear systems using T-S fuzzy models.
The design problem of state variance constrained control for stochastic systems has received rather extensive attention in recent years. This paper solves the state variance constrained controller design problem by using the covariance control theory, with observed-state feedback gains for continuous Takagi-Sugeno (TS) fuzzy models. By incorporating the technique of state estimation into the practical covariance control theory, a variance constrained control methodology is developed for the continuous TS fuzzy models. Finally, a numerical example is shown to demonstrate the efficiency and applicability of the proposed approach.
Department of Marine Engineering, National Taiwan Ocean University, Keelung 202, Taiwan, ROC. wjchang@mail.ntou.edu.tw
Wen-Jer
WJ
Chang
Yi-Lin
YL
Yeh
Kuo-Hui
KH
Tsai