DocumentCode
498341
Title
Fuzzy Control for a Visual Servoing System
Author
Shen, Xiaojing ; Yin, Runyuan
Author_Institution
Inf. Technol. Coll., Shanghai Ocean Univ., Shanghai, China
Volume
3
fYear
2009
fDate
19-21 May 2009
Firstpage
93
Lastpage
97
Abstract
This paper is concerned with a specific class of IBVS problem, in which a camera is constrained to move in the depth-axis (or Z-axis). Such a constraint condition makes it possible to find an image moment reflecting target depth. Using image moments can be benefit to the performance of visual servoing system, such as image-noise-insensitive, economical computation, and etc. In this paper, the mathematic relationship between zero-order image moment (M00) and target depth is firstly deduced. Then the appropriate image feature is found, and thus leads to an effective fuzzy logical controller (FLC). The simulation results show that in the control of our FLC, visual servoing system performances well with a high accuracy.
Keywords
fuzzy control; image processing; visual servoing; IBVS problem; constraint condition; economical computation; fuzzy control; fuzzy logical controller; image feature; image noise; mathematical relationship; target depth; visual servoing system; zero-order image moment; Cameras; Educational institutions; Fuzzy control; Information technology; Intelligent control; Intelligent systems; Oceans; Robot vision systems; Servomechanisms; Visual servoing; fuzzy logical control; image moments; visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
Conference_Location
Xiamen
Print_ISBN
978-0-7695-3571-5
Type
conf
DOI
10.1109/GCIS.2009.140
Filename
5209191
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