Title :
A novel visual servoing with stereo cameras using QR decomposition and disturbance observer
Author :
Lee, Joon-Soo ; Suh, Il Hong ; You, Bum-Jae ; Oh, Sang-Rok
Author_Institution :
Intelligent Syst. Control Res. Center, Korea Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
This paper proposes a visual serving method based on QR decomposition and disturbance observer. The QR decomposition factorizes the image feature Jacobian into a unitary matrix and an upper triangular matrix. It is shown that several performance indices such as measurement sensitivity of visual features, sensitivity of the control to noise and controllability can be improved for any general image feature Jacobian by OR decomposition and disturbance observer. To show the validities of the proposed approach, visual servoing with stereo cameras is experimented on Samsung FARAMAN 6-axis industrial manipulator
Keywords :
Jacobian matrices; computer vision; controllability; industrial manipulators; observers; sensitivity analysis; singular value decomposition; stereo image processing; FARAMAN; Jacobian matrix; QR decomposition; controllability; disturbance observer; industrial manipulator; performance index; sensitivity; stereo cameras; triangular matrix; unitary matrix; visual servoing; Cameras; Controllability; Intelligent control; Intelligent robots; Jacobian matrices; Manipulators; Matrix decomposition; Robot sensing systems; Robot vision systems; Visual servoing;
Conference_Titel :
Robotics and Automation, 2000. Proceedings. ICRA '00. IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-5886-4
DOI :
10.1109/ROBOT.2000.846443