• DocumentCode
    612945
  • Title

    New nonlinear Takagi-Sugeno vehicle model for state and road curvature estimation via nonlinear PMI observer

  • Author

    Yacine, Zedjiga ; Ichalal, Dalil ; Oufroukh, N.A. ; Mammar, Said ; Djennoune, Said

  • Author_Institution
    Tizi Ouzou Univ., Tizi Ouzou, Algeria
  • fYear
    2013
  • fDate
    10-12 April 2013
  • Firstpage
    843
  • Lastpage
    848
  • Abstract
    The present paper deals with an observer design for a nonlinear lateral vehicle model. The nonlinear model is represented by an exact Takagi-Sugeno (TS) model via the sector nonlinearity transformation. A proportional multiple integral observer (PMIO) based on the TS model is designed to estimate simultaneously the state vector and the unknown input (road curvature). The convergence conditions of the estimation error are expressed under LMI formulation using the Lyapunov theory which guaranties bounded error. Simulations are carried out and experimental results are provided to illustrate the proposed observer.
  • Keywords
    Lyapunov matrix equations; linear matrix inequalities; nonlinear systems; observers; road vehicles; roads; transportation; vectors; LMI formulation; Lyapunov theory; PMIO; TS model; bounded error; estimation error convergence conditions; nonlinear PMI observer; nonlinear Takagi-Sugeno vehicle model; nonlinear lateral vehicle model; observer design; proportional multiple integral observer; road curvature estimation; sector nonlinearity transformation; state curvature estimation; state vector estimation; Approximation methods; Bismuth; Context; Iron; Positron emission tomography; Tin; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networking, Sensing and Control (ICNSC), 2013 10th IEEE International Conference on
  • Conference_Location
    Evry
  • Print_ISBN
    978-1-4673-5198-0
  • Electronic_ISBN
    978-1-4673-5199-7
  • Type

    conf

  • DOI
    10.1109/ICNSC.2013.6548848
  • Filename
    6548848