Increase of the Lifetime of Wireless Sensor Network using Clustering Algorithm and Optimal Path Selection Method

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dc.contributor.authorJlassi, W.
dc.contributor.authorHaddad, R.
dc.contributor.authorBouallegue, R.
dc.contributor.authorShubair, R.
dc.coverage.issue3cs
dc.coverage.volume31cs
dc.date.accessioned2022-07-21T13:00:53Z
dc.date.available2022-07-21T13:00:53Z
dc.date.issued2022-09cs
dc.description.abstractBy the recent improvement of the internet of things (IoT), the need to implement wireless networks is increasing. It is a challenge to balance between battery lifetime of the different sensors and network lifetime. Many studies proved the importance of using clustering and mobile data collectors (MDCs) to extend the operating time of sensor nodes. A mobile data collector is used to gather the data recorded by the nodes over a short transmission range. The proposed approach aims to decrease the energy consumption of each sensor node by using the Genetic Algorithm (GA) and mobile data collector. So, we suggest a clustering algorithm to find suitable Cluster Heads and form clusters. Then, we employ the Genetic algorithm to construct an optimal data gathering path for MDC. Computer simulation proves that the proposed approach outperforms existing ones.en
dc.formattextcs
dc.format.extent301-311cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRadioengineering. 2022 vol. 31, č. 3, s. 301-311. ISSN 1210-2512cs
dc.identifier.doi10.13164/re.2022.0301en
dc.identifier.issn1210-2512
dc.identifier.urihttp://hdl.handle.net/11012/208189
dc.language.isoencs
dc.publisherSpolečnost pro radioelektronické inženýrstvícs
dc.relation.ispartofRadioengineeringcs
dc.relation.urihttps://www.radioeng.cz/fulltexts/2022/22_03_0301_0311.pdfcs
dc.rightsCreative Commons Attribution 4.0 International licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectWireless sensor networken
dc.subjectgenetic algorithmen
dc.subjecthierarchical agglomerative clustering algorithmen
dc.subjectclusteringen
dc.subjectmobile data collectoren
dc.titleIncrease of the Lifetime of Wireless Sensor Network using Clustering Algorithm and Optimal Path Selection Methoden
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta eletrotechniky a komunikačních technologiícs
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