Title :
Stability criteria for a class of nonlinear two-dimensional systems via the Takagi-Sugeno fuzzy model
Author :
Zhang, Xiaohui ; Zhao, Dianrui ; Pei, Zhenying ; Zhang, Xiangming ; Li, Chunyan
Author_Institution :
School Estate Management Group, Shenyang Institute of Engineering, Shenyang Liaoning 110136, China
Abstract :
This paper is concerned with the problem of stability analysis of a class of nonlinear two-dimensional systems. The underlying nonlinear two-dimensional systems described by Roesser model are represented by the Takagi-Sugeno fuzzy model form. In the process of stability analysis, a parameter-dependent Lyapunov function and a approach of introducing additional matrix variable have been applied for achieving less conservative stability criteria for verifying the asymptotical stability of the underlying nonlinear Roesser-type discrete-time two-dimensional systems. Furthermore, the obtained stability criteria are formulated in the terms of linear matrix inequalities, which can be easily solved via standard numerical software. Finally, some numerical results have been given to illustrate the effectiveness and applicability of the proposed approach.
Keywords :
Analytical models; Asymptotic stability; Fuzzy systems; Lyapunov methods; Numerical stability; Stability criteria; Nonlinear Systems; Parameter-Dependent Lyapunov Function; Stability Criteria; Takagi-Sugeno(T-S) Fuzzy Model; Two-Dimensional Systems;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang, China
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561582