• DocumentCode
    1978733
  • Title

    Hierarchical intelligent control of modular manipulators Part B: Reconfigurability and experimental validation

  • Author

    Melek, William W. ; Goldenberg, Andrew A.

  • Author_Institution
    Mechatronics Lab., Toronto Univ., Ont., Canada
  • fYear
    2003
  • fDate
    24-26 July 2003
  • Firstpage
    311
  • Lastpage
    316
  • Abstract
    For pt.A, see ibid., p.2-7 (2003). In part A of this paper, we developed an intelligent neurofuzzy architecture that can be easily used in the presence of dynamic parameter uncertainty and unmodeled disturbances to control modular and reconfigurable manipulators. The proposed architecture has several levels of hierarchy built on top of a conventional PID controller. The present part B of the paper discussed systematic guidelines to design the skill module of the neurofuzzy control. Such module is used to update the adaptive control parameters of the neurofuzzy architecture when the robotic arm is reconfigured. Furthermore, in this part B of the paper, we present experiments that where conducted on a modular and reconfigurable robot. Some of the most notably significant experimental results are reported.
  • Keywords
    adaptive control; fuzzy control; intelligent control; manipulators; neural net architecture; three-term control; PID controller; adaptive control; hierarchical intelligent control; intelligent neurofuzzy architecture; modular manipulators; modular robot; neurofuzzy control; parameters uncertainty; reconfigurability; reconfigurable manipulators; reconfigurable robot; robotic arm; unmodeled disturbances; Adaptive control; Control systems; Educational institutions; Equations; Fuzzy sets; Intelligent control; Laboratories; Manipulator dynamics; Mechatronics; Robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Information Processing Society, 2003. NAFIPS 2003. 22nd International Conference of the North American
  • Print_ISBN
    0-7803-7918-7
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2003.1226803
  • Filename
    1226803