• DocumentCode
    2125080
  • Title

    Hand-eye coordination of a robot manipulator based on fuzzy logic

  • Author

    Kumaresan, Sukir S. ; Li, Hua Harry

  • Author_Institution
    Dept. of Comput. Sci., Texas Tech. Univ., Lubbock, TX, USA
  • Volume
    3
  • fYear
    1994
  • fDate
    13-16 Nov 1994
  • Firstpage
    221
  • Abstract
    Hand-eye coordination of a robot system is a classical problem which mathematically can be described as an ill-posed inverse mapping problem. Different techniques have been developed to solve this inverse mapping problem. But most of the reported work has a common limitation that is the relative position between the camera and the robot must be fixed once the calibration is done. However, very often in real-world applications this may not be realistic either due to the random disturbances to the system or due to the need of repositioning the camera or moving the robot base to perform different task. In this case, usually a lengthy re-calibration process has to be carried out. In this paper, we briefly describe our technique which eliminates the need of re-calibration for the vertical position change of the camera. Our technique is based on the integration of the utilization of a close form mathematical formulation and fuzzy logic. An algorithm has been developed, an experiment has been performed on a 6-degree-of-freedom robot, and testing data has confirmed our design
  • Keywords
    calibration; fuzzy control; industrial manipulators; inverse problems; robot vision; calibration; camera position; close form mathematical formulation; design; fuzzy logic; hand-eye coordination; ill-posed inverse mapping problem; random disturbances; robot manipulator; vertical position; Calibration; Cameras; Computer science; Fuzzy logic; Fuzzy systems; Manipulators; Orbital robotics; Robot kinematics; Robot vision systems; Service robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6952-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1994.413855
  • Filename
    413855