Title :
LMI Solution for Robust Static Output Feedback Control of Discrete Takagi–Sugeno Fuzzy Models
Author :
Chadli, M. ; Guerra, T.M.
Author_Institution :
Univ. of Picardie Jules Verne, Amiens, France
Abstract :
This paper deals with the stabilization problem of discrete-time Takagi-Sugeno (T-S) fuzzy systems via static output controller (SOFC). The proposed method uses the descriptor approach to study this problem and leads to strict linear matrix inequality (LMI ) formulation. In contrast with the existing results, the method allows coping with multiple output matrices, as well as uncertainties. Moreover, the new proposed method can lead to less conservative results by introducing slack variables and considering multiple Lyapunov matrices. A robust SOFC for uncertain T-S fuzzy models is also derived in strict LMI terms. Numerical examples are given to illustrate the effectiveness of the proposed design results.
Keywords :
Lyapunov matrix equations; control system synthesis; discrete time systems; feedback; fuzzy control; linear matrix inequalities; robust control; uncertain systems; LMI solution; SOFC; T-S fuzzy systems; descriptor approach; discrete-time Takagi-Sugeno fuzzy systems; linear matrix inequality formulation; multiple Lyapunov matrices; multiple output matrices; robust static output feedback control; slack variables; stabilization problem; uncertain fuzzy models; Linear matrix inequalities; Matrices; Numerical models; Robustness; Symmetric matrices; Uncertainty; Static output control; Takagi–Sugeno (T–S) fuzzy models; strict linear matrix inequalities (${cal L}{cal M}{cal I}s$ ); uncertainties;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2012.2196048