Energy efficient clustering-based mobile routing algorithm on WSNs

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dc.authorid0000-0002-1846-6090en_US
dc.authorid0000-0002-4375-1440en_US
dc.contributor.authorAydın, Muhammed Ali
dc.contributor.authorKarabekir, Baybars
dc.contributor.authorZaim, Abdül Halim
dc.date.accessioned2022-01-17T08:31:11Z
dc.date.available2022-01-17T08:31:11Z
dc.date.issued2021en_US
dc.departmentFakülteler, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractIn this paper, we propose and discuss two types of algorithms to improve energy efficiency in Wireless Sensor Networks. An efficient approach for extending the life of a network is known as ‘‘sensor clustering’’ in wireless sensor networks. In proposed algorithms, the study area where sensor nodes are randomly distributed is divided into clusters. In each cluster, the sensor that is the closest to the cluster center and has the highest residual energy is chosen as the cluster head. To make this choice, a greedy approach and artificial neural network methods are applied. In addition, to reduce the energy consumption of cluster heads, a mobile sink is used. The list of routes to be used by the mobile sink is calculated with the genetic algorithm. According to the route information, the mobile sink moves to the clusters and initiates the data collection process for each cluster. We compared our models according to the round value at which all sensor nodes run out of energy and the energy consumption by the network per round. Simulation results show that the proposed models increase the energy efficiency and extend the network lifespan.en_US
dc.identifier.doi10.1109/ACCESS.2021.3090979en_US
dc.identifier.endpage89601en_US
dc.identifier.scopus2-s2.0-85112729559en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage89593en_US
dc.identifier.urihttps://hdl.handle.net/11467/5160
dc.identifier.urihttps://doi.org/10.1109/ACCESS.2021.3090979
dc.identifier.wosWOS:000673651100001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartofIEEE Accessen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectEnergy Efficiencyen_US
dc.subjectLEACHen_US
dc.subjectWireless Sensor Networken_US
dc.titleEnergy efficient clustering-based mobile routing algorithm on WSNsen_US
dc.typeArticleen_US

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