Presentation 2010-03-16
Algorithms and Implementation of Cooperative Camera Network with DCOP
Shinya KATO, Toshihiro MATSUI, Hiroshi MATSUO,
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Abstract(in English) Distributed sensor network is an important research area of multi-agent systems. We focus on a type of distributed sensor network systems that cooperatively observes multiple objects using multiple autonomous gaze control sensors. The sensor resource allocation problem of the disrtibuted sensor network can be formalized as distributed constraint optimization problem(DCOP). However, balances of quality of solution and limitation of execution time of the solver should be evaluated in actual cooperative sensor networks. In this work, we formalize the resource allocation problem as DCOP that employ simple representation of agreement between agents. The proposed model is implemented as an actual cooperative sensor network. And the performance of the system is evaluated by experiments.
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Keyword(in English) sensor network / DCOP / resource allocation problem
Paper # PRMU2009-296,HIP2009-181
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Committee HIP
Conference Date 2010/3/8(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Algorithms and Implementation of Cooperative Camera Network with DCOP
Sub Title (in English)
Keyword(1) sensor network
Keyword(2) DCOP
Keyword(3) resource allocation problem
1st Author's Name Shinya KATO
1st Author's Affiliation Nagoya Institute of Technology()
2nd Author's Name Toshihiro MATSUI
2nd Author's Affiliation Nagoya Institute of Technology
3rd Author's Name Hiroshi MATSUO
3rd Author's Affiliation Nagoya Institute of Technology
Date 2010-03-16
Paper # PRMU2009-296,HIP2009-181
Volume (vol) vol.109
Number (no) 471
Page pp.pp.-
#Pages 6
Date of Issue