Title :
Robust H∞ disturbance attenuation for a class of uncertain discrete-time fuzzy systems
Author :
Cao, Yong-Yan ; Frank, P.M.
Author_Institution :
Dept. of Electr. Eng., Duisburg Univ., Germany
fDate :
8/1/2000 12:00:00 AM
Abstract :
The paper is concerned with robust stabilization and H∞ control of a class of uncertain discrete-time fuzzy systems. The class of uncertain systems is described by state space Takagi-Sugeno (TS) fuzzy models with linear nominal parts and norm-bounded parameter uncertainties in the state and output equations. First, a sufficient condition on robust stability of the fuzzy models is proposed. Then, H ∞-disturbance attenuation performance of the fuzzy models is analyzed. Some sufficient conditions are derived on robust H ∞-disturbance attenuation in which both robust stability and a prescribed H∞ performance are required to be achieved, irrespective of the uncertainties. A numerical example shows the use of the results on the stabilization and H∞-disturbance attenuation of a class of discrete-time nonlinear systems via fuzzy switch
Keywords :
H∞ control; discrete time systems; fuzzy systems; matrix algebra; nonlinear control systems; robust control; uncertain systems; fuzzy switch; linear nominal parts; norm-bounded parameter uncertainties; robust H∞ disturbance attenuation; robust stability; robust stabilization; state space Takagi-Sugeno fuzzy models; sufficient condition; uncertain discrete-time fuzzy systems; Attenuation; Control systems; Fuzzy systems; Robust control; Robust stability; Robustness; State-space methods; Sufficient conditions; Takagi-Sugeno model; Uncertain systems;
Journal_Title :
Fuzzy Systems, IEEE Transactions on