• DocumentCode
    784981
  • Title

    Hierarchical fuzzy logic controller for a flexible link robot arm performing constrained motion tasks

  • Author

    Lin, J.

  • Volume
    150
  • Issue
    4
  • fYear
    2003
  • fDate
    7/24/2003 12:00:00 AM
  • Firstpage
    355
  • Lastpage
    364
  • Abstract
    An examination is performed on the dynamics and control issues for a robotic manipulator with link structural flexibility modelled during the execution of a task that requires the robot tip to contact fixed rigid objects. A multi-time-scale fuzzy logic controller is applied to this system. The large-scale system is decomposed into a finite number of reduced-order subsystems using the singular perturbation approach. A hierarchical ordering of fuzzy rules is used to reduce the size of the inference engine. Real-time implementation of fuzzy controllers can help reduce the burden of large-sized rule sets by fusing sensory data before input and the system´s output to the inference engine. Using this approach the control of the force and position of the robot end point is possible while the end-effector moves on the constraint surface.
  • Keywords
    controllers; flexible manipulators; fuzzy control; fuzzy logic; hierarchical systems; inference mechanisms; large-scale systems; reduced order systems; constrained motion tasks; flexible link robot arm; hierarchical fuzzy logic controller; inference engine; large-scale system; reduced-order subsystems; robotic manipulator; structural flexibility;
  • fLanguage
    English
  • Journal_Title
    Control Theory and Applications, IEE Proceedings -
  • Publisher
    iet
  • ISSN
    1350-2379
  • Type

    jour

  • DOI
    10.1049/ip-cta:20030323
  • Filename
    1232623