淡江大學機構典藏:Item 987654321/70303
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    题名: An Effective PSO-Based Node Localization Scheme for Wireless Sensor Networks
    作者: Chuang, Po-Jen;Wu, Cheng-Pei
    贡献者: 淡江大學電機工程學系
    关键词: Particle Swarm Optimization (PSO);Radio Signal Strength (RSS);Wireless sensor networks (WSNs);anchor nodes;localization success ratios;location errors.;node localization schemes;ranging techniques;simulations and performance evaluation
    日期: 2008-12
    上传时间: 2013-03-07 14:52:16 (UTC+8)
    出版者: New York: Institute of Electrical and Electronics Engineers (IEEE)
    摘要: Wireless sensor networks (WSNs) usually employ different ranging techniques to measure the distance between an unknown node and its neighboring anchor nodes, and based on the measured distance to estimate the position of the unknown node. This paper presents an effective Particle Swarm Optimization (PSO)-based Localization Scheme using the Radio Signal Strength (RSS) ranging technique. Modified from the iterative multilateration algorithm, our scheme is unique in adopting the location data of remote anchors provided by the closest neighbor anchors of an unknown node to estimate the unknown nodepsilas position and using the PSO algorithm to further reduce error accumulation. The new scheme meanwhile takes in a modified DV-distance approach to raise the success ratios of locating unknown nodes. Compared with related schemes, our scheme is shown through simulations to perform constantly better in increasing localization success ratios and decreasing location errors -- at reduced cost.
    關聯: Parallel and Distributed Computing, Applications and Technologies, 2008. PDCAT 2008. Ninth International Conference on, pp.187-194
    DOI: 10.1109/PDCAT.2008.73
    显示于类别:[電機工程學系暨研究所] 會議論文

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