• DocumentCode
    2145106
  • Title

    Implementation of the model predictive control for on-line trajectory planning of a walking robot subjected to external disturbances

  • Author

    Bagheri, A. ; Miripour-Fard, B.

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Guilan, Rasht, Iran
  • fYear
    2011
  • fDate
    15-18 June 2011
  • Firstpage
    590
  • Lastpage
    594
  • Abstract
    In everyday life environments, various disturbances like pushing or pulling forces may cause humanoids to fall. Thus, they should be able to quickly adapt to disturbances. Model predictive control is a general control scheme which can generate the online motions need to be realized to act efficiently against disturbances. In this paper the model predictive control is used to address the problem of online compensation of the external disturbances exerted to a biped robot. This is accomplished using a three dimensional linear inverted model of the robot in combination with model predictive control scheme. Several simulations have been done considering wide range of the push forces exerted in the Single Support Phase (SSP) and Double Support Phase (DSP) of the walking cycle. Design parameters of the MPC such as control and prediction horizon and constraints on the manipulating variable are adjusted to improve the results. Simulation results demonstrate the effectiveness of the method to compensate the disturbances both in SSP and DSP.
  • Keywords
    legged locomotion; predictive control; biped robot; design parameters; double support phase; external disturbances; general control scheme; model predictive control; online motions; online trajectory planning; single support phase; three dimensional linear inverted model; walking robot; Humanoid robots; Legged locomotion; Mathematical model; Predictive control; Predictive models; Trajectory; biped robot; external disturbances; model predictive control; online pattern generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovations in Intelligent Systems and Applications (INISTA), 2011 International Symposium on
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-1-61284-919-5
  • Type

    conf

  • DOI
    10.1109/INISTA.2011.5946155
  • Filename
    5946155