Title :
Design of sliding mode unknown input observer for uncertain Takagi-Sugeno model
Author :
Akhenak, A. ; Chadli, M. ; Ragot, J. ; Maquin, D.
Author_Institution :
Ecole des Mines de Douai, Douai
Abstract :
This paper addresses the analysis and design of a sliding mode observer on the basis of a Takagi-Sugeno (T-S) model subject both to unknown inputs and uncertainties. The main contribution of the paper is the development of a robust observer with respect to the uncertainties 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). The validity of the proposed methodology is illustrated by an academic example.
Keywords :
Lyapunov matrix equations; control system synthesis; fuzzy set theory; linear matrix inequalities; robust control; uncertain systems; variable structure systems; Lyapunov matrices; linear matrix inequalities; observer stabilization; robust observer; sliding mode observer design; sliding mode unknown input observer; uncertain Takagi-Sugeno model; Control systems; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Observers; Robust stability; Sliding mode control; State estimation; Takagi-Sugeno model; Uncertainty;
Conference_Titel :
Control & Automation, 2007. MED '07. Mediterranean Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1282-2
Electronic_ISBN :
978-1-4244-1282-2
DOI :
10.1109/MED.2007.4433753