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
Link To Document :
بازگشت