• DocumentCode
    504538
  • Title

    Posture control of a multi-joint robot based on composition of feedforward joint-torques acquired by iterative learning

  • Author

    Sekimoto, Masahiro ; Kawamura, Sadao ; Ishitsubo, Tomoya ; Akizuki, Shinsuke ; Mizuno, Masayuki

  • Author_Institution
    Res. Organ. of Sci. & Eng., Ritsumeikan Univ., Kusatsu, Japan
  • fYear
    2009
  • fDate
    18-21 Aug. 2009
  • Firstpage
    3094
  • Lastpage
    3099
  • Abstract
    This paper aims at generating desired feedforward torque for a specified motion by reuse of time-series torque data acquired by the iterative learning control. The suggested method named motion-scale transformation realizes a motion to an arbitrarily specified posture of a two-DOF planar robot arm on the basis of arithmetical operations of time-series torque of only four motions. The algorism is theoretically presented, and the effectiveness is confirmed in experiments. It is shown by the experimental results that the trajectory tracking errors of angular velocities by the motion-scale transformation tend to be smaller than those by the computed torque method.
  • Keywords
    angular velocity control; feedforward; iterative methods; learning (artificial intelligence); manipulators; position control; robot dynamics; time series; torque control; angular velocity; arithmetical operation; degrees of freedom; feedforward joint torque; iterative learning control; motion scale transformation; multijoint robot; posture control; time series torque data; trajectory tracking error; two DOF planar robot arm; Angular velocity; Data engineering; Humanoid robots; Lagrangian functions; Motion control; Nonlinear equations; Robot control; Torque control; Tracking; Trajectory; Dynamics; Feedforward torque generation; Iterative learning control; Motion control; Motion primitive;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ICCAS-SICE, 2009
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-4-907764-34-0
  • Electronic_ISBN
    978-4-907764-33-3
  • Type

    conf

  • Filename
    5334047