DocumentCode
75581
Title
The Exponential Stability and Asynchronous Stabilization of a Class of Switched Nonlinear System Via the T–S Fuzzy Model
Author
Yanbing Mao ; Hongbin Zhang ; Shengyuan Xu
Author_Institution
Centre for Nonlinear & Complex Syst., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Volume
22
Issue
4
fYear
2014
fDate
Aug. 2014
Firstpage
817
Lastpage
828
Abstract
In this paper, we investigate the problem of exponential stability and asynchronous stabilization for a class of switched nonlinear systems. The Takagi and Sugeno (T-S) fuzzy model is employed to approximate the subnonlinear dynamic systems. With two-level functions, namely, crisp switching functions and local fuzzy weighting functions, we introduce continuous-time switched fuzzy systems, which inherently contain the features of the switched hybrid systems and T-S fuzzy systems. By the use of delicately constructed piecewise Lyapunov-like functions (PLFs) and minimum dwell time method, we obtain the exponential stability of the switched fuzzy systems, which allows us to have stable and unstable nonlinear subsystems. In practice, for the control problem, it inevitably takes some time to identify the system modes and apply the matched controller, the asynchronous phenomena between the system modes switching and the controllers switching generally exists. Based on the result of stability, the fuzzy state feedback controller under asynchronous switching is proposed for switched fuzzy systems. In addition, the lower bound of minimum dwell time can be obtained using convex optimization such that the switched fuzzy system can be exponentially stabilized if its minimum dwell time is larger than the bound. The stability results and control laws of the switched fuzzy systems are formulated in the form of linear matrix inequalities that are numerically feasible. Finally, two illustrated numerical examples are presented to show the effectiveness of the obtained theoretical results.
Keywords
Lyapunov methods; asymptotic stability; fuzzy control; linear matrix inequalities; nonlinear dynamical systems; state feedback; time-varying systems; PLF; T-S fuzzy model; Takagi and Sugeno fuzzy model; asynchronous stabilization; asynchronous switching; continuous-time switched fuzzy systems; convex optimization; crisp switching functions; exponential stability; fuzzy state feedback controller; linear matrix inequalities; local fuzzy weighting functions; minimum dwell time method; nonlinear subsystems; piecewise Lyapunov-like functions; subnonlinear dynamic systems; switched fuzzy systems; switched nonlinear system; Fuzzy systems; Nonlinear systems; Stability analysis; Switched systems; Switches; Symmetric matrices; Asynchronous switching; Takagi–Sugeno (T-S) fuzzy model; exponential stability; piecewise Lyapunov-like function (PLF); switched nonlinear system;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2013.2276762
Filename
6576166
Link To Document