DocumentCode
3186139
Title
Stability and performance of image based visual servo control using first order spherical image moments
Author
Bourquardez, Odile ; Mahony, Robert ; Hamel, Tarek ; Chaumette, Francois
Author_Institution
IRISA-CNRS, Rennes
fYear
2006
fDate
9-15 Oct. 2006
Firstpage
4304
Lastpage
4309
Abstract
Image moments provide an important class of image features used for image-based visual servo control. Spherical image moments have the additional desirable property that they are invariant under rotation of the camera frame. For these features one can study the local and global stability and performance of the position control independently of the rotation control. In this paper we study a range of control algorithms including the classical approximately linearising control, a recently proposed robust control based on Lyapunov function design methodology, and modifications of these designs to improve global and asymptotic performance and robustness of the schemes. The comparison of performance demonstrates that the choice of image feature and control design for image-based visual servo are each equally important and highly coupled. We finally propose a control law using a modified image feature and a Lyapunov control design that ensures global asymptotic stability and good performance equally in image space as in task space
Keywords
Lyapunov methods; asymptotic stability; position control; robots; robust control; visual servoing; Lyapunov function; first order spherical image moments; global asymptotic stability; image based visual servo control; position control; robots; robust control; rotation control; Algorithm design and analysis; Cameras; Control design; Design methodology; Linear approximation; Lyapunov method; Position control; Robust control; Servosystems; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
Conference_Location
Beijing
Print_ISBN
1-4244-0258-1
Electronic_ISBN
1-4244-0259-X
Type
conf
DOI
10.1109/IROS.2006.281963
Filename
4059090
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