• DocumentCode
    2045766
  • Title

    Control of Instantaneously Coupled Systems applied to humanoid walking

  • Author

    Whitman, Eric C. ; Atkeson, Christopher G.

  • Author_Institution
    Robot. Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2010
  • fDate
    6-8 Dec. 2010
  • Firstpage
    210
  • Lastpage
    217
  • Abstract
    This paper presents an optimal controller for an Instantaneously Coupled System (ICS) which was designed by coordinating multiple lower-dimensional optimal controllers. We augmented subsystems of the ICS with coordination variables, and then used value functions to coordinate the augmented subsystems by managing tradeoffs of the coordination variables. We apply this method to humanoid walking and present a controller for a 3D simulation that uses multiple coordinated policies generated using Dynamic Programming. Additionally, we present simulated walking perturbation experiments as well as standing balance results from a force-controlled humanoid robot.
  • Keywords
    dynamic programming; gait analysis; humanoid robots; optimal control; perturbation techniques; simulation; 3D simulation; augmented subsystem; coordination variable; dynamic programming; force controlled humanoid robot; humanoid walking; instantaneously coupled system; lower dimensional optimal controller; multiple coordinated policy; simulated walking perturbation; value functions; Acceleration; Approximation methods; Couplings; Foot; Joints; Legged locomotion; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Humanoid Robots (Humanoids), 2010 10th IEEE-RAS International Conference on
  • Conference_Location
    Nashville, TN
  • Print_ISBN
    978-1-4244-8688-5
  • Electronic_ISBN
    978-1-4244-8689-2
  • Type

    conf

  • DOI
    10.1109/ICHR.2010.5686339
  • Filename
    5686339