DocumentCode
2539060
Title
Robust fuzzy control of nonlinear discrete-time systems with polytopic uncertainties
Author
Sofianos, N.A. ; Kosmidou, O.I.
Author_Institution
Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi, Greece
fYear
2009
fDate
24-26 June 2009
Firstpage
25
Lastpage
30
Abstract
This paper deals with the problem of robust fuzzy control for uncertain discrete time nonlinear systems with polytopic uncertainties. Takagi-Sugeno fuzzy models with uncertainties are used in order to model the uncertain nonlinear systems. Parallel distributed compensation is utilized for the construction of the fuzzy controller. A quadratic Lyapunov function is used in order to ensure the robust stability of the T-S fuzzy uncertain system. Finally, the feasibility of some LMI optimization problem provides the desired feedback controller. The effectiveness of the proposed fuzzy controller design is illustrated by applying the proposed approach to a nonlinear uncertain discrete-time system.
Keywords
Lyapunov methods; control system synthesis; discrete time systems; feedback; fuzzy control; linear matrix inequalities; nonlinear systems; robust control; uncertain systems; LMI optimization; Takagi-Sugeno fuzzy model; feedback controller; fuzzy controller design; linear matrix inequalities; parallel distributed compensation; polytopic uncertainties; quadratic Lyapunov function; robust fuzzy control; robust stability; uncertain discrete time nonlinear system; Adaptive control; Fuzzy control; Fuzzy systems; Lyapunov method; Nonlinear systems; Robust control; Robust stability; Takagi-Sugeno model; Uncertain systems; Uncertainty; Robust control; T-S fuzzy model; fuzzy controller; linear matrix inequalities (LMIs); nonlinear systems; polytopic uncertainties;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location
Thessaloniki
Print_ISBN
978-1-4244-4684-1
Electronic_ISBN
978-1-4244-4685-8
Type
conf
DOI
10.1109/MED.2009.5164509
Filename
5164509
Link To Document