Presentation 2009-01-19
Solving Relay Dedicated Node Assignment Problem in Wireless Sensor Networks Using PSO with Suppression
Masaki YOSHIMURA, Hidehiro NAKANO, Arata MIYAUCHI,
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Abstract(in English) In sensor networks, learge number of sensor nodes are scattered in an observed target field. Each sensor node transmitts sensor information to a sink node by using multi-hop communication via other sensor nodes. In order to save energy consumption of each sensor node in the multi-hop communication, it is effective that relay specific nodes are scattered in the target field. As considering real problems, it is desired to rapidly find plural appropriate allocation patterns of the relay specific nodes. In this paper, we propose Particle Swarm Optimization(PSO) with a suppression scheme, and propose a solving method for the allocation problems of relay specific nodes. Also, the proposed PSO is compared with other algorithms for solving performances such as the number of obtained acceptable solutions and their processing time. Through numerical experiments, we show that the proposed PSO can rapidly find plulal acceptable solutions for this allocation problems.
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Keyword(in English) Ad Hoc Network / Sensor Network / Sensor Node / PSO / IA / Optimization Problem
Paper # NC2008-82
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Conference Information
Committee NC
Conference Date 2009/1/12(1days)
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Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Solving Relay Dedicated Node Assignment Problem in Wireless Sensor Networks Using PSO with Suppression
Sub Title (in English)
Keyword(1) Ad Hoc Network
Keyword(2) Sensor Network
Keyword(3) Sensor Node
Keyword(4) PSO
Keyword(5) IA
Keyword(6) Optimization Problem
1st Author's Name Masaki YOSHIMURA
1st Author's Affiliation Musashi Institute of Technology()
2nd Author's Name Hidehiro NAKANO
2nd Author's Affiliation Musashi Institute of Technology
3rd Author's Name Arata MIYAUCHI
3rd Author's Affiliation Musashi Institute of Technology
Date 2009-01-19
Paper # NC2008-82
Volume (vol) vol.108
Number (no) 383
Page pp.pp.-
#Pages 6
Date of Issue