• DocumentCode
    3586936
  • Title

    Synthetic tracking controller for robot manipulator with flexible joints, dynamics of executive motors and affect of disturbance based on radial basic function (RBF) neural network

  • Author

    Tien Thanh Nguyen ; Hai Van Nguyen ; Tien Vu Hoa

  • Author_Institution
    Le Quy Don Univ., Hanoi, Vietnam
  • fYear
    2014
  • Firstpage
    1469
  • Lastpage
    1474
  • Abstract
    This paper presents synthetic checking controller for robot manipulator with flexible joints, dynamics of executive motors and affect of disturbance based on radial basic function (RBF) neural network. A control algorithm is synthesized basing on the combination of backsteppping and RBF neural network in order to approximate the unknown functions. Finally, simulation results of a manipulator robot with single flexible joints based on Matlab-Simulink are presented to demonstrate the effectiveness of the proposed control algorithms.
  • Keywords
    electric motors; manipulator dynamics; mathematics computing; radial basis function networks; tracking; Matlab-Simulink; RBF neural network; backsteppping; control algorithm; executive motor dynamics; flexible joints; radial basic function neural network; robot manipulator; synthetic checking controller; synthetic tracking controller; Backstepping; DC motors; Joints; Manipulator dynamics; Three-dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ROBIO.2014.7090541
  • Filename
    7090541