DocumentCode
2312825
Title
Non-quadratic stabilization of Takagi-Sugeno models: A local point of view
Author
Bernal, Miguel ; Guerra, Thierry-Marie ; Jaadari, Abdelhafidh
Author_Institution
Centro Univ. de los Valles, Univ. of Guadalajara, Guadalajara, Mexico
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
6
Abstract
This paper pursues non-quadratic stabilization of continuous-time Takagi-Sugeno (TS) models through a local approach first proposed only for stability analysis. This solution overcomes the problem of dealing with time-derivatives of the membership functions (MFs) by reducing global stability goals to something less restrictive that leads to stabilization domains (local asymptotic conditions), which is usually the case for nonlinear models that cannot be globally stabilized. Moreover, the new conditions are expressed as linear matrix inequalities (LMIs) which are efficiently solved by convex optimization techniques. For illustration purposes some examples are developed that clearly point out the advantages of the new framework over already existing approaches.
Keywords
continuous time systems; fuzzy control; linear matrix inequalities; nonlinear systems; optimisation; stability; LMI; MF; TS; continuous-time Takagi-Sugeno; convex optimization techniques; linear matrix inequalities; membership functions; nonlinear models; nonquadratic stabilization; stability analysis; Analytical models; Asymptotic stability; Bismuth; Linear matrix inequalities; Lyapunov method; Stability criteria; Fuzzy Lyapunov Function (FLF); Linear Matrix Inequality (LMI); Local Stabilization; Stability Domain; Takagi-Sugeno (TS) models;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location
Barcelona
ISSN
1098-7584
Print_ISBN
978-1-4244-6919-2
Type
conf
DOI
10.1109/FUZZY.2010.5584700
Filename
5584700
Link To Document