• DocumentCode
    2797367
  • Title

    A Subsection Algorithm for the Inverse Kinematics of the Manipulators based on the Simplex Method

  • Author

    Cai, Hua ; Li, Sheng ; Hu, Weili

  • Author_Institution
    Sch. of Autom., Nanjing Univ. of Sci. & Technol.
  • Volume
    2
  • fYear
    2006
  • fDate
    16-18 Oct. 2006
  • Firstpage
    72
  • Lastpage
    77
  • Abstract
    Aimed at the inverse kinematics problem of robot manipulators, this paper proposed a subsection algorithm based on the simplex method. Firstly, the simplex method is explained detailedly, in this paper, and then, aimed at a manipulator with 6 degree-of freedom, a subsection algorithm based on the simplex method is proposed. The proposed algorithm doesn´t need to calculate the first derivative of the objective function when calculating the searching direction and step length. After limit iterations, the angle vector can converge to the solution of problem in large range. Finally, aimed at an inverse kinematics problem of a manipulator with 6 degree-of-freedom, some simulation is given under the proposed algorithm, and the effectiveness, high precision and the speediness of this algorithm are shown through comparing to the classical simplex method and the conjugate gradient method
  • Keywords
    conjugate gradient methods; manipulator kinematics; mathematical programming; angle vector; conjugate gradient method; inverse manipulator kinematics; robot manipulators; simplex method; subsection algorithm; Convergence; Gradient methods; Iterative algorithms; Iterative methods; Kinematics; Manipulators; Neural networks; Radial basis function networks; Robot control; Robotics and automation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    0-7695-2528-8
  • Type

    conf

  • DOI
    10.1109/ISDA.2006.253807
  • Filename
    4021634