Title :
Generalized Nonquadratic Stability of Continuous-Time Takagi–Sugeno Models
Author :
Bernal, Miguel ; Guerra, Thierry Marie
Author_Institution :
Centro Univ. de los Valles, Univ. of Guadalajara, Guadalajara, Mexico
Abstract :
This paper provides generalized nonquadratic stability conditions for continuous-time nonlinear models in the Takagi-Sugeno (TS) form obtained by sector-nonlinearity approach. Should global quadratic stability fail for a given nonlinear model, the proposed approach allows the obtaining of progressively better estimations of the stability domain via local asymptotic conditions in the form of linear-matrix inequalities (LMIs), which are efficiently solved by convex optimization techniques. Illustrative examples are presented to emphasize the broadening capabilities of the new stability analysis.
Keywords :
continuous time systems; fuzzy systems; linear matrix inequalities; nonlinear control systems; optimisation; stability; continuous time Takagi-Sugeno models; continuous time nonlinear models; convex optimization techniques; generalized nonquadratic stability; linear matrix inequalities; nonquadratic stability; sector nonlinearity approach; Linear-matrix inequalities (LMIs); Takagi–Sugeno (TS) models; local asymptotic stability; stability domain;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2010.2049113