• 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