• DocumentCode
    423334
  • Title

    An approach for robot inverse velocity solution using genetic algorithm

  • Author

    Zhang, Yong-gui ; Huang, Yu-Mei ; Lin, Yi-Zhong ; Cheng, Xiang ; Gao, Feng

  • Author_Institution
    Inst. of Machine & Autom., Xi´´an Univ. of Technol., China
  • Volume
    5
  • fYear
    2004
  • fDate
    26-29 Aug. 2004
  • Firstpage
    2944
  • Abstract
    Aimed at the difficulty of calculating inverse Jacobian matrix to solve inverse velocity problem of the serial robot which has less than 6 degree-of-freedom (DOF), an approach for solving the robot inverse velocity problem has been proposed, in which the genetic algorithm and robot link´s velocity recursive formula are employed to avoid inverse Jacobian matrix calculation. It is proved to be viable by practical computation of a 5-DOF robot and has pragmatic value with the characteristic of simple programming owing to the velocity recursive formula adopted.
  • Keywords
    genetic algorithms; recursive estimation; robot kinematics; velocity; 5 DOF robot; 6 degree of freedom; genetic algorithm; inverse Jacobian matrix; robot inverse velocity solution; serial robot link; velocity recursive formula; Differential equations; Genetic algorithms; Jacobian matrices; Orbital robotics; Parallel robots; Robot kinematics; Robot programming; Robotics and automation; Vectors; Velocity control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
  • Print_ISBN
    0-7803-8403-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2004.1378536
  • Filename
    1378536