Title :
A fuzzy sliding mode observer for the nonlinear uncertain system based on T-S model
Author :
Saadaoui, Oussama ; Chaouech, Lotfi ; Chaari, Abdelkader
Author_Institution :
Monitoring & Safety of Syst. (C35), Univ. of Tunis, Tunis, Tunisia
Abstract :
This paper addressed the analysis and design of a sliding mode observer for a class of uncertain nonlinear systems. We continue to work in [1] that proposed an approach to design the sliding mode control of same system using the control law obtained to analyze our sliding mode observer. The main idea of the paper is the development of a robust observer with respect to the uncertainties parametric type norm bounded as well as the synthesis of sufficient stability conditions of this observer. The stabilization of the observer is performed by the search of suitable Lyapunov matrices. It is shown how to determine the gains of the local observers, these gains being solutions of a set of linear matrix inequalities (LMI). A numerical application of inverted pendulum is given to validate the theoretical results of our approach.
Keywords :
Lyapunov matrix equations; control system analysis; control system synthesis; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; observers; pendulums; stability; uncertain systems; variable structure systems; LMI; Lyapunov matrices; T-S Model; control law; inverted pendulum; linear matrix inequalities; local observer gains; nonlinear uncertain system; numerical analysis; observer stabilization; parametric-type norm bounded uncertainties; robust observer development; sliding mode control design; sliding mode observer analysis; sliding mode observer design; sufficient stability condition synthesis; Computers; Estimation error; Nonlinear systems; Observers; Robustness; Sliding mode control; Uncertainty; Fuzzy Sliding Mode Observer; LMI; Norm Bounded Uncertainty; Robustness;
Conference_Titel :
Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2013 14th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4799-2953-5
DOI :
10.1109/STA.2013.6783127