DocumentCode
2555444
Title
Minimalist multiple target tracking using directional sensor beams
Author
Bobadilla, Leonardo ; Sanchez, Oscar ; Czarnowski, Justin ; LaValle, Steven M.
Author_Institution
Department of Computer Science, University of Illinois at Urbana-Champaign, 61801, USA
fYear
2011
fDate
25-30 Sept. 2011
Firstpage
3101
Lastpage
3107
Abstract
We consider the problem of determining the paths of multiple, unpredictable moving bodies in a cluttered environment using weak detection sensors that provide simple crossing information. Each sensor is a beam that, when broken, provides the direction of the crossing (one bit) and nothing else. Using a simple network of beams, the individual paths are separated and reconstructed as well as possible, up to combinatorial information about the route taken. In this setup, simple filtering algorithms are introduced, and a low-cost hardware implementation that demonstrates the practicality of the approach is shown. The results may apply in settings such as verification of multirobot system execution, surveillance and security, and unobtrusive behavioral monitoring for wildlife and the elderly.
Keywords
Automata; Buildings; Heuristic algorithms; Integrated circuits; Laser beams; Robot sensing systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location
San Francisco, CA
ISSN
2153-0858
Print_ISBN
978-1-61284-454-1
Type
conf
DOI
10.1109/IROS.2011.6095104
Filename
6095104
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