• DocumentCode
    2344473
  • Title

    Improving efficiency of the Newton algorithm of motion planning for robot manipulators

  • Author

    Duleba, Ignacy

  • Author_Institution
    Inst. of Comput. Eng. Control & Robot., Wroclaw Univ. of Technol., Wroclaw, Poland
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    43
  • Lastpage
    48
  • Abstract
    In this paper a method to speed up a convergence of the Newton algorithm of motion planning for manipulators was presented. The method couples one dimensional optimization (with respect to a coefficient influencing the convergence property of the algorithm) with a virtual goal replacing a real goal of the planning. The first modification of the basic Newton algorithm can be used for any taskspace while the second one works only for low dimensional (not greater than 3) taskspaces. An algorithm based on the method was provided and its efficiency was illustrated on a planar double pendulum manipulator.
  • Keywords
    convergence; manipulators; optimisation; path planning; Newton algorithm; convergence; motion planning; optimization; robot manipulators; Jacobian matrices; Kinematics; Manipulators; Optimized production technology; Planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Methods and Models in Automation and Robotics (MMAR), 2010 15th International Conference on
  • Conference_Location
    Miedzyzdroje
  • Print_ISBN
    978-1-4244-7828-6
  • Type

    conf

  • DOI
    10.1109/MMAR.2010.5587265
  • Filename
    5587265