• DocumentCode
    10529
  • Title

    A Hybrid Solution for the Inverse Kinematic on a Seven DOF Robotic Manipulator

  • Author

    Veslin, E.Y. ; Dutra, M.S. ; Lengerke, O. ; Carreño, E.A. ; Tavera, M.J.M.

  • Author_Institution
    Univ. de Boyaca, Tunja, Colombia
  • Volume
    12
  • Issue
    2
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    212
  • Lastpage
    218
  • Abstract
    This paper presents a solution for the inverse kinematics in a human arm kinematics model of seven degrees of freedom applying Genetic Algorithms in the shoulder joint and the Piper method in the whole arm in order to make the algorithm response faster and accurate. The Genetic Algorithm´s code explores a set of initial solutions and optimizing it until find an angular response that satisfies the positional and rotational restrictions proposed to the model with a minimal error and a considerably speed. The accuracy and reliability of the applied algorithm is evaluated applying a statistical analysis upon a set of answers using SPSS Statistics.
  • Keywords
    genetic algorithms; manipulator kinematics; position control; statistical analysis; DOF robotic manipulator; Piper method; SPSS statistics; angular response; genetic algorithm; human arm kinematics model; inverse kinematic; positional restriction; rotational restriction; statistical analysis; Artificial intelligence; Genetic algorithms; Kinematics; Manipulators; Media; Robots; artificial intelligence; genetic algorithm; human arm; inverse kinematics; robotic manipulator;
  • fLanguage
    English
  • Journal_Title
    Latin America Transactions, IEEE (Revista IEEE America Latina)
  • Publisher
    ieee
  • ISSN
    1548-0992
  • Type

    jour

  • DOI
    10.1109/TLA.2014.6749540
  • Filename
    6749540