DocumentCode
1398533
Title
Novel Position-Based Visual Servoing Approach to Robust Global Stability Under Field-of-View Constraint
Author
Park, Do-Hwan ; Kwon, Jeong-Hoon ; Ha, In-Joong
Author_Institution
R&D Center, Justek, Inc., Seoul, South Korea
Volume
59
Issue
12
fYear
2012
Firstpage
4735
Lastpage
4752
Abstract
In this paper, we shed new light on position-based visual servoing (VS) by introducing the concept of a 3-D visible set for position-based VS (PBVS), which can serve to play exactly the role of the 2-D visible set, the image plane, for image-based VS. Our 3-D visible set is convex even in the presence of uncertainties in intrinsic and extrinsic parameters of the camera, just as the image plane. Then, we can ensure the field of view (FOV) constraint simply by controlling the camera pose to follow a smooth straight-line trajectory in our 3-D visible set for PBVS, which simply connects two points determined by the initial and desired poses of the camera. In fact, this is, to our best knowledge, the first result in PBVS that has guaranteed theoretically robust global stability under the FOV constraint with respect to uncertainties in intrinsic and extrinsic parameters of the camera as well as in the distance between the camera and the object at the desired pose. Furthermore, our PBVS scheme is computationally simple compared to the prior works. To demonstrate further the validity and practicality of our PBVS scheme, we also present various experimental results using a six-degree-of-freedom robotic manipulator.
Keywords
cameras; manipulators; robot vision; robust control; trajectory control; visual servoing; 2D visible set; 3D visible set; FOV constraint; PBVS; camera extrinsic parameter; camera intrinsic parameter; camera pose; field-of-view constraint; image plane; image-based VS; position-based VS; position-based visual servoing; robust global stability; six-degree-of-freedom robotic manipulator; smooth straight-line trajectory; Cameras; Control systems; Feedback control; Nonlinear control systems; Robot vision systems; Three dimensional displays; Uncertainty; Field of view (FOV); nonlinear feedback control; visual servoing (VS);
fLanguage
English
Journal_Title
Industrial Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0278-0046
Type
jour
DOI
10.1109/TIE.2011.2179270
Filename
6104142
Link To Document