Multi-hop clustering algorithm based on spectral classification for wireless sensor network

TitreMulti-hop clustering algorithm based on spectral classification for wireless sensor network
Publication TypeJournal Article
Year of Publication2016
AuthorsJorio, Aa, Fkihi, SEb, Elbhiri, Bc, Aboutajdine, Da
JournalLecture Notes in Electrical Engineering
Volume381
Pagination255-264
Abstract

A Wireless Sensor Network (WSN) is composed of a large number of autonomous and compact devices called sensor nodes. This network can be an effective tool for gathering data in a variety of environments. However, these sensor nodes have some constraints due to their limited energy, storage capacity and computing power. Clustering is a kind of a technique which is used to reduce energy consumption and to extend network lifetime. Hence, multi-hop communication is often required when the communication range of the sensor nodes is limited or the number of sensor nodes is very large in a network. In this paper, we propose a multi-hop spectral clustering algorithm to organize the sensor nodes in a WSN into clusters. Simulation results show that the proposed algorithm performs better in reducing the energy consumption of sensors and effectively improves the WSN lifetime. © Springer International Publishing Switzerland 2016.

URLhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84964091516&doi=10.1007%2f978-3-319-30298-0_27&partnerID=40&md5=9978fe8f8eb166334a20f4b43e48bf35
DOI10.1007/978-3-319-30298-0_27
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