Genetic Algorithm Based Energy Efficient Clusters (GABEEC) in Wireless Sensor Networks

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dc.contributor.authorBayrakli, Selim
dc.contributor.authorErdogan, Senol Zafer
dc.contributor.editorShakshuki, E; Younas, M
dc.date.accessioned2024-07-12T21:59:44Z
dc.date.available2024-07-12T21:59:44Z
dc.date.issued2012en_US
dc.departmentMaltepe Üniversitesi, Rektörlüken_US
dc.description3rd International Conference on Ambient Systems, Networks and Technologies (ANT) / 9th International Conference on Mobile Web Information Systems (MobiWIS) -- AUG 27-29, 2012 -- Niagara Falls, CANADAen_US
dc.description.abstractIn this paper, a genetic algorithm based method (GABEEC) is proposed to optimize the lifetime of wireless sensor networks. The proposed method is a cluster based approach like LEACH. Genetic algorithm is used to maximize the lifetime of the network by means of rounds. The method has 2 phases which are Set-up and Steady-state phase. In the set-up phase, the clusters are created and are not changed throughout the network. The clusters are not recreated for each round. In each round, there are static clusters with dynamically changing clusterheads. A simulator is developed in MS Visual C# 2010 development environment to validate the proposed method. In the simulation, 100 nodes are randomly distributed in 50x50 square meters area. The results show that the proposed method is found to be more efficient than LEACH. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [name organizer]en_US
dc.identifier.doi10.1016/j.procs.2012.06.034
dc.identifier.endpage254en_US
dc.identifier.issn1877-0509
dc.identifier.scopus2-s2.0-84896981935en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage247en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.procs.2012.06.034
dc.identifier.urihttps://hdl.handle.net/20.500.12415/8975
dc.identifier.volume10en_US
dc.identifier.wosWOS:000314400700030en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherELSEVIER SCIENCE BVen_US
dc.relation.ispartofANT 2012 AND MOBIWIS 2012en_US
dc.relation.isversionofProcedia Computer Scienceen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmzKY06021
dc.subjectsensor networksen_US
dc.subjectgenetic algorithmen_US
dc.subjectenergy-efficienten_US
dc.titleGenetic Algorithm Based Energy Efficient Clusters (GABEEC) in Wireless Sensor Networksen_US
dc.typeConference Object
dspace.entity.typePublication

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