• DocumentCode
    536149
  • Title

    Robust Tracking Scheme for Wheeled Mobile Robot with Actuator Saturations Via Uncertain T-S Fuzzy Model

  • Author

    Xingquan, Gao

  • Author_Institution
    Dept. of Autom., Jilin Inst. of Chem. Technol., Jilin, China
  • Volume
    2
  • fYear
    2010
  • fDate
    23-24 Oct. 2010
  • Firstpage
    308
  • Lastpage
    312
  • Abstract
    In this paper, a constrained robust guaranteed cost tracking scheme for Wheeled Moving Robot (WMR) with actuator saturations is proposed. First, tracking error dynamics of WMR is represented by uncertain Tagaki-Sugeno (T-S) fuzzy model, where varying velocity in desired trajectory is look as uncertain parameter, so we can represent the T-S subsystem via Then constrained robust guaranteed controller in the form of state feedback is derived for each subsystem by solving LMI based semi-definite programming problems. Finally, The overall controller then is constructed in the framework of PDC and the Lyapunov stability of the closed-loop system is tested finally. Simulation results are given and discussed to validate the proposed scheme.
  • Keywords
    Lyapunov matrix equations; actuators; closed loop systems; fuzzy systems; linear matrix inequalities; mobile robots; position control; robot dynamics; robust control; state feedback; LMI; Lyapunov stability; PDC; actuator saturations; closed-loop system; constrained robust guaranteed controller; error dynamics; robust tracking scheme; semi-definite programming problems; state feedback; trajectory; uncertain T-S fuzzy model; uncertain Tagaki-Sugeno fuzzy model; uncertain parameter; wheeled mobile robot; Actuators; Computational modeling; Linear matrix inequalities; Mobile robots; Nonlinear systems; Simulation; Trajectory; LMI; WMR; tracking; uncertain T-S model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-8432-4
  • Type

    conf

  • DOI
    10.1109/AICI.2010.187
  • Filename
    5657048