Localization of Cooperative WSN using Distributed PSO with Optimum References

Ravichander Janapati, Ch. Balaswamy, K. Soundararajan

Abstract


In indoor environment WSN nodes are deployed randomly and do not know the accurate position. Find the node position with the help of anchor nodes is known as localization. CRB algorithm selects the best anchor nodes which gives high accuracy. In this paper distributed PSO algorithm with optimum selection of reference nodes using CRB is proposed to find accurate node position. The proposed method performs better in comparison with other algorithms like PSO, RLS, LMS and GPS in terms of position accuracy, latency and complexity.


Keywords


Cooperative WSN ;Crammer Rao bound (CRB); Distributed localization ; Particle swarm optimization (PSO); Distributed PSO

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DOI: http://doi.org/10.11591/ijece.v6i6.pp3094-3102

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International Journal of Electrical and Computer Engineering (IJECE)
p-ISSN 2088-8708, e-ISSN 2722-2578

This journal is published by the Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).