Title :
Passivity and passification of T-S fuzzy descriptor systems with stochastic perturbation and time delay
Author :
Chunsong Han ; Ligang Wu ; Peng Shi ; Qingshuang Zeng
Author_Institution :
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., Harbin, China
Abstract :
This study is concerned with the passivity and passification problems for Takagi-Sugeno fuzzy descriptor systems subject to stochastic perturbation and time-varying delay. The stochastic disturbance is given in the form of one-dimensional Brownian motion and the delay is assumed to be time-varying and differentiable. By utilising the Lyapunov functional method and the stochastic analysis techniques, a delay-dependent criterion is presented to ensure that the considered system is regular, impulse-free, asymptotically stable in the mean-square sense and passive in the sense of expectation. Then, based on this criterion, two procedures are proposed for designing state-feedback controller, which guarantee the resulting closed-loop system admissible and passive in the sense of expectation. All conditions are cast in terms of linear matrix inequalities. Finally, two illustrative examples are given to demonstrate the validity and applicability of the proposed results.
Keywords :
Brownian motion; closed loop systems; control system synthesis; delays; fuzzy control; fuzzy set theory; fuzzy systems; state feedback; stochastic systems; 1D Brownian motion; Lyapunov functional method; TS fuzzy descriptor system; Takagi-Sugeno fuzzy descriptor system; closed loop system; delay dependent criterion; linear matrix inequalities; mean square method; passification; passivity; state feedback controller; stochastic analysis; stochastic disturbance; stochastic perturbation; time varying delay;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2013.0211