Basit öğe kaydını göster

dc.contributor.authorGülbaş, Gülşah
dc.contributor.authorÇetin, Gürcan
dc.date.accessioned2023-09-27T10:35:12Z
dc.date.available2023-09-27T10:35:12Z
dc.date.issued2023en_US
dc.identifier.citationGülbaş, G., Çetin, G. Lifetime Optimization of the LEACH Protocol in WSNs with Simulated Annealing Algorithm. Wireless Pers Commun (2023). https://doi.org/10.1007/s11277-023-10746-0en_US
dc.identifier.issn09296212
dc.identifier.urihttps://doi.org/10.1007/s11277-023-10746-0
dc.identifier.urihttps://hdl.handle.net/20.500.12809/10983
dc.description.abstractThe lifetime of a Wireless Sensor Network (WSN) is determined by its energy restriction. One of the conventional techniques used to maintain network connectivity is the utilization of the LEACH routing protocol. LEACH is based on clustering, and the process of choosing a Cluster Head (CH) in each round is based on chance. Consequently, it remains unclear whether the best CH is selected for each round. In this study, two approaches based on the Simulated Annealing (SA) algorithm are described to minimize energy losses of the nodes and improve the lifetime of the WSN utilizing the LEACH routing protocol. In both techniques, the residual energies at the nodes, as well as their distances from each other, are taken into consideration when determining the CHs. The efficiency of the presented approaches has been evaluated for networks with 10, 25, 50 and 100 sensors in terms of consumed energy, total data packets received by the Base Station (BS), the number of active/dead nodes, and the average energy per sensor. According to the findings, the PSCH-SA technique yields the most favorable results in networks with 10 sensors, while the LEACH-SA protocol demonstrates superior performance in WSNs with 25 or more sensors.en_US
dc.item-language.isoengen_US
dc.publisherSpringeren_US
dc.relation.isversionof10.1007/s11277-023-10746-0en_US
dc.item-rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectLEACH protocolen_US
dc.subjectLifetime optimizationen_US
dc.subjectSimulated annealingen_US
dc.subjectWireless sensor networksen_US
dc.titleLifetime Optimization of the LEACH Protocol in WSNs with Simulated Annealing Algorithmen_US
dc.item-typearticleen_US
dc.contributor.departmentMÜ, Teknoloji Fakültesi, Bilişim Sistemleri Mühendisliği Bölümüen_US
dc.contributor.authorID0000-0003-3186-2781en_US
dc.contributor.institutionauthorGülbaş, Gülşah
dc.contributor.institutionauthorÇetin, Gürcan
dc.relation.journalWireless Personal Communicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


Bu öğenin dosyaları:

Thumbnail

Bu öğe aşağıdaki koleksiyon(lar)da görünmektedir.

Basit öğe kaydını göster