Robust H/sub ∞/ disturbance attenuation for a class of uncertain discrete-time fuzzy systems 论文

2000IEEE Transactions on Fuzzy Systems引用 241
Stability and Control of Uncertain SystemsFuzzy Logic and Control SystemsAdaptive Control of Nonlinear Systems

摘要

The paper is concerned with robust stabilization and H/sub /spl infin// 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/sub /spl infin//-disturbance attenuation performance of the fuzzy models is analyzed. Some sufficient conditions are derived on robust H/sub /spl infin//-disturbance attenuation in which both robust stability and a prescribed H/sub /spl infin// performance are required to be achieved, irrespective of the uncertainties. A numerical example shows the use of the results on the stabilization and H/sub /spl infin//-disturbance attenuation of a class of discrete-time nonlinear systems via fuzzy switch.

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