• DocumentCode
    2810023
  • Title

    Visual Servoing of a 5-DOF Mobile Manipulator Using a Panoramic Vision System

  • Author

    Zhang, Y. ; Mehrandezh, M.

  • Author_Institution
    Univ. of Regina, Regina
  • fYear
    2007
  • fDate
    22-26 April 2007
  • Firstpage
    453
  • Lastpage
    456
  • Abstract
    In this paper, a novel visual servoing technique for a S-DOF mobile manipulator with an eye-to-hand camera configuration is introduced. The proposed technique can be categorized as an image based (or 2D) visual servoing using a fixed camera in conjunction with a conic mirror (aka, an omni-directional camera system) providing panoramic vision. Two fictitious landmarks mounted on robot´s end-effector along with their mirror reflections, when viewed by the camera, provide enough information for 3D reasoning based on the four points viewed on the image plane. Instead of directly using the image features associated with these four points, five new image features are chosen to make the image Jacobian of full rank. A dual estimation/control strategy based on Extended Kalman Filter (EKF) is utilized to (I) estimate camera´s intrinsic and extrinsic parameters, and (2) track the coordinates of the landmarks and their reflections on the image plane. The relationship between the translational and rotational velocity of a frame attached to the robot´s end-effector and rate of change of the proposed image features are fully formulated The robustness of the proposed visual servoing technique is illustrated through computer simulations.
  • Keywords
    Kalman filters; cameras; end effectors; mobile robots; nonlinear filters; parameter estimation; robot vision; visual servoing; 3D reasoning; 5-DOF mobile manipulator; end-effector; extended Kalman filter; eye-to-hand camera configuration; fictitious landmarks; image Jacobian; panoramic vision system; visual servoing; Cameras; Jacobian matrices; Machine vision; Manipulators; Mirrors; Reflection; Robot kinematics; Robot vision systems; Robustness; Visual servoing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2007. CCECE 2007. Canadian Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    0840-7789
  • Print_ISBN
    1-4244-1020-7
  • Electronic_ISBN
    0840-7789
  • Type

    conf

  • DOI
    10.1109/CCECE.2007.120
  • Filename
    4232779