DocumentCode
3356253
Title
A bio-plausible design for visual pose stabilization
Author
Han, Shyo ; Censi, Andrea ; Straw, Andrew D. ; Murray, Richard M.
Author_Institution
Div. of Eng. & Appl. Sci., California Inst. of Technol., Pasadena, CA, USA
fYear
2010
fDate
18-22 Oct. 2010
Firstpage
5679
Lastpage
5686
Abstract
We consider the problem of purely visual pose stabilization (also known as servoing) of a second-order rigid-body system with six degrees of freedom: how to choose forces and torques, based on the current view and a memorized goal image, to steer the pose towards a desired one. Emphasis has been given to the bio-plausibility of the computation, in the sense that the control laws could be in principle implemented on the neural substrate of simple insects. We show that stabilizing laws can be realized by bilinear/quadratic operations on the visual input. This particular computational structure has several numerically favorable characteristics (sparse, local, and parallel), and thus permits an efficient engineering implementation. We show results of the control law tested on an indoor helicopter platform.
Keywords
bilinear systems; biophysics; control system synthesis; mobile robots; path planning; pose estimation; stability; visual servoing; bilinear operation; quadratic operation; second-order rigid-body system; visual pose stabilization; visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location
Taipei
ISSN
2153-0858
Print_ISBN
978-1-4244-6674-0
Type
conf
DOI
10.1109/IROS.2010.5652857
Filename
5652857
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