Energy-efficient clustering-based mobile routing algorithm for wireless sensor networks

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dc.authorid0000-0002-4375-1440en_US
dc.authorid0000-0002-1846-6090en_US
dc.authorid0000-0002-0233-064Xen_US
dc.contributor.authorKarabekir, Baybars
dc.contributor.authorAydın, Muhammed Ali
dc.contributor.authorZaim, Abdül Halim
dc.date.accessioned2021-05-03T12:03:36Z
dc.date.available2021-05-03T12:03:36Z
dc.date.issued2021en_US
dc.departmentFakülteler, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractIn this paper, we propose and investigate two types of algorithms for improving energy efficiency in wireless sensor networks. Clustering sensors in wireless sensor networks is considered an effective approach to prolonging network lifetime. In this paper, we divide the study area into clusters at 30-m2 intervals. In each cluster, the sensor that is the closest to the cluster center and has the highest residual energy is selected as the cluster head. In addition, a mobile sink is used to reduce the energy consumption of the cluster heads. The mobile sink travels to all clusters starting with the nearest cluster and collects data from the cluster heads. In the first model, cluster head selection is performed and the mobile sink route is calculated using a greedy approach. In the second model, cluster head selection is performed using an artificial neural network, and the mobile sink route is calculated using a greedy approach. We compared our models with the energy-efficient scalable routing algorithm by the first node dies parameter, all nodes die, and the residual energy of the network for each round condition. The simulation results demonstrated that the proposed models improved the energy efficiency and extended the network lifetimeen_US
dc.identifier.doi10.5152/electrica.2021.20035en_US
dc.identifier.endpage49en_US
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85100448444en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage41en_US
dc.identifier.trdizinid416736en_US
dc.identifier.urihttps://hdl.handle.net/11467/4889
dc.identifier.urihttps://doi.org/10.5152/electrica.2021.20035
dc.identifier.volume21en_US
dc.identifier.wosWOS:000614623200005en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherİstanbul Üniversitesi Cerrahpaşaen_US
dc.relation.ispartofElectricaen_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 for wireless sensor networksen_US
dc.typeArticleen_US

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