Binary Particle Swarm Optimization (BPSO) Algorithm for Distributed Node Localization

Soo Young Shin; Ifa Fatihah Mohamed Zain

doi:10.4028/www.scientific.net/AMM.556-562.3666

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 556-562Binary Particle Swarm Optimization (BPSO)...

Binary Particle Swarm Optimization (BPSO) Algorithm for Distributed Node Localization

Abstract:

In this paper, we propose a binary particle swarm optimization (BPSO) algorithm for distributed node localization in wireless sensor networks (WSNs). Each unknown node performs localization under the distance measurement from three or more neighboring anchors. The node that gets localized will be used as a reference for remaining nodes. A comparison of the performances of PSO and BPSO in terms of localization error and computation time is presented using simulations in Matlab.

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Periodical:

Applied Mechanics and Materials (Volumes 556-562)

Pages:

3666-3669

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.556-562.3666

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Online since:

May 2014

Authors:

Soo Young Shin*, Ifa Fatihah Mohamed Zain

Keywords:

Binary Particle Swarm Optimization (BPSO), Computation Time, Distributed Localization, Localization Error

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