DocumentCode
2300508
Title
2D 1/2 visual servoing stability analysis with respect to camera calibration errors
Author
Malis, Ezio ; Chaumette, François ; Boudet, Sylvie
Author_Institution
INRIA, IRISA, Rennes, France
Volume
2
fYear
1998
fDate
13-17 Oct 1998
Firstpage
691
Abstract
In this paper, the robustness of a new visual servoing scheme with respect to camera calibration errors is analyzed. This scheme, called 2D 1/2 visual servoing, is based on the estimation of the partial camera displacement from the current to the desired camera poses at each iteration of the control law. Visual features and data extracted from the partial displacement allow as to design a decoupled control law controlling the six camera DOF. The necessary and sufficient conditions for local asymptotic stability in presence of camera calibration errors are easily obtained. Then, thanks to the simple structure of the system, sufficient conditions for global asymptotic stability are proposed. Finally, experimental results show the validity of our approach and its robustness not only with respect camera calibration errors but also to robot calibration errors
Keywords
asymptotic stability; calibration; control system analysis; feature extraction; iterative methods; robot vision; robust control; servomechanisms; stability criteria; 2D 1/2 visual servoing stability analysis; camera calibration errors; data extraction; decoupled control law; global asymptotic stability; local asymptotic stability; necessary and sufficient conditions; partial camera displacement estimation; partial displacement; robustness; stability conditions; vision-based robot control; visual feature extraction; Asymptotic stability; Calibration; Cameras; Displacement control; Error analysis; Robot vision systems; Robustness; Stability analysis; Sufficient conditions; Visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 1998. Proceedings., 1998 IEEE/RSJ International Conference on
Conference_Location
Victoria, BC
Print_ISBN
0-7803-4465-0
Type
conf
DOI
10.1109/IROS.1998.727271
Filename
727271
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