Genetic Algorithm-Based Sensor Deployment with Area Priority

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dc.contributor.authorKalayci, Tahir Emre
dc.contributor.authorUgur, Aybars
dc.date.accessioned2019-10-27T21:26:54Z
dc.date.available2019-10-27T21:26:54Z
dc.date.issued2011
dc.departmentEge Üniversitesien_US
dc.description.abstractWe are introducing a new design goal called area priority to determine optimal sensor node distribution. The environment in which the wireless sensor network (WSN) will be placed is divided into parts and priorities are attached to these parts. Priorities make the deployment problem adaptable to nonhomogeneous environments with regions that have different importance levels such as forests. Various tree/animal types and densities, residential in the forest can be classified by the area priority concept that we propose. We also develop a genetic algorithm-based method to optimize the total importance in a fully connected WSN. Experimental results obtained for different priorities are presented and discussed.en_US
dc.description.sponsorshipEge University through DPTEge University [05-DPT-003/05]; TUBITAKTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK) [2211]en_US
dc.description.sponsorshipTahir Emre Kalayci was supported by the Ege University through DPT OYP ("Ogretim Uyesi Yetistirme Programi"), OYP thesis project 05-DPT-003/05, and TUBITAK 2211 Yurt Ici Doktora scholarship.en_US
dc.identifier.doi10.1080/01969722.2011.634676
dc.identifier.endpage620en_US
dc.identifier.issn0196-9722
dc.identifier.issn0196-9722en_US
dc.identifier.issue8en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage605en_US
dc.identifier.urihttps://doi.org/10.1080/01969722.2011.634676
dc.identifier.urihttps://hdl.handle.net/11454/45017
dc.identifier.volume42en_US
dc.identifier.wosWOS:000298293400003en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofCybernetics and Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectarea priorityen_US
dc.subjectgenetic algorithmen_US
dc.subjectsensor node distributionen_US
dc.subjectwireless sensor networksen_US
dc.titleGenetic Algorithm-Based Sensor Deployment with Area Priorityen_US
dc.typeArticleen_US

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