Title :
Switching Fuzzy Dynamic Output Feedback
Control for Nonlinear Systems
Author :
Yang, Guang-hong ; Dong, Jiuxiang
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
fDate :
4/1/2010 12:00:00 AM
Abstract :
This paper studies the problem of dynamic output feedback H ∞ control for nonlinear systems, which are described by Takagi-Sugeno fuzzy parts with measurable premise variables and uncertainty parts. The uncertainties are parameter dependent, unknown, and time varying but bounded. A switching fuzzy dynamic output feedback control scheme is proposed, which depends on the measurable premise variables and the bounds of the unknown parameters of the considered system, where the switching mechanism is introduced to handle the unknown parameters. A two-step linear-matrix-inequality-based optimization procedure is developed to design switching fuzzy H ∞ controllers. An example is given to illustrate the effectiveness of the proposed design method.
Keywords :
H∞ control; control system synthesis; feedback; fuzzy control; fuzzy set theory; linear matrix inequalities; nonlinear control systems; optimisation; time-varying systems; H∞ control; Takagi-Sugeno fuzzy; fuzzy dynamic output feedback control; linear matrix-inequality; nonlinear systems; optimization; parameter dependent uncertainties; switching fuzzy H∞ controllers; Control systems; Design methodology; Design optimization; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Output feedback; Takagi-Sugeno model; Dynamic output feedback; Takagi–Sugeno (T–S) fuzzy models; fuzzy control; linear matrix inequalities (LMIs); nonlinear systems; switching control;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2009.2028079