DocumentCode :
622066
Title :
An unknown input observer for Takagi Sugeno descriptor system with unmeasurable premise variable
Author :
Kilani, Ilhem ; Jabri, Dalel ; Naoui, Saloua Bel Hadj Ali ; Abdelkrim, Mohamed Naceur
Author_Institution :
Res. Unit: Modeling, Anal. & Control of Syst., Univ. of Gabes, Gabes, Tunisia
fYear :
2013
fDate :
18-21 March 2013
Firstpage :
1
Lastpage :
5
Abstract :
This paper deals with the state estimation for non linear descriptor systems described by Takagi-Sugeno (TS) which presents an unknown inputs. Indeed, the purpose of design observer is to estimate the state variables as well as the unknown inputs which simultaneously influence the states and the outputs of the system. The idea is to consider model with unmeasurable premise variables when the decision variables are not available to measurement. Therefore, the proposed approach is to design an unknown input observer for TS descriptor perturbed models with measurable variables. Convergence conditions are established with Lyapunov theory and the L2 optimization in order to guarantee the convergence of the state estimation error. These conditions are given in terms of Linear Matrix Inequalities (LMIs). An academic example illustrates the performances of the proposed approach.
Keywords :
Lyapunov methods; convergence; linear matrix inequalities; nonlinear systems; observers; optimisation; L2 optimization; LMI; Lyapunov theory; TS descriptor perturbed models; Takagi Sugeno descriptor system; convergence conditions; design observer; linear matrix inequalities; nonlinear descriptor systems; state estimation error convergence; state variable estimation; unknown input observer; unmeasurable premise variable; Analytical models; Convergence; Fuzzy systems; Observers; Optimization; Takagi-Sugeno model; L2 optimization; LMIs; Takagi Sugeno descriptor system; unknown input observer; unmeasurable premise variables;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Signals & Devices (SSD), 2013 10th International Multi-Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4673-6459-1
Electronic_ISBN :
978-1-4673-6458-4
Type :
conf
DOI :
10.1109/SSD.2013.6564129
Filename :
6564129
Link To Document :
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