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 TypeConference Paper
Year of Publication2016
AuthorsJorio, A, Fkihi, SEl, Elbhiri, B, Aboutajdine, D
EditorElOualkadi, A, Choubani, F, ElMoussati, A
Conference NamePROCEEDINGS OF THE MEDITERRANEAN CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGIES 2015 (MEDCT 2015), VOL 2
ISBN Number978-3-319-30298-0; 978-3-319-30296-6
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.

DOI10.1007/978-3-319-30298-0\_27
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