Artificial bee colony optimization for modelling of indoor PLC channels: A case study from Turkey

dc.authorid0000-0001-5810-0643
dc.contributor.authorDeveli, Ibrahim
dc.contributor.authorKabalci, Yasin
dc.contributor.authorBasturk, Alper
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2015
dc.departmentNiğde ÖHÜ
dc.description.abstractIn this study, a channel model which is based on practical channel measurements obtained from electrical networks in Turkey is proposed for power line communication (PLC) systems. Experimental measurements are realized in different cities and various indoor places such as laboratory, university office and apartment house in order to achieve a general and appropriate PLC channel model for different locations and environments. Acquired data from the electric grid are stored on a database and PLC channel modelling process is carried out depending on these data through curve fitting methods. Moreover, parameters of the derived mathematical model are optimized by using artificial bee colony algorithm. Results show that the PLC channel model proposed in this study can be utilized to simulate PLC systems and to perform conformance tests of prototypes. (C) 2015 Elsevier B.V. All rights reserved.
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) [113E425]
dc.description.sponsorshipThis work was supported by the Scientific and Technological Research Council of Turkey (TUBITAK) under grant 113E425.
dc.identifier.doi10.1016/j.epsr.2015.05.021
dc.identifier.endpage79
dc.identifier.issn0378-7796
dc.identifier.issn1873-2046
dc.identifier.scopus2-s2.0-84930959209
dc.identifier.scopusqualityQ1
dc.identifier.startpage73
dc.identifier.urihttps://dx.doi.org/10.1016/j.epsr.2015.05.021
dc.identifier.urihttps://hdl.handle.net/11480/3871
dc.identifier.volume127
dc.identifier.wosWOS:000358810300008
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherELSEVIER SCIENCE SA
dc.relation.ispartofELECTRIC POWER SYSTEMS RESEARCH
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectPower line communications
dc.subjectArtificial bee colony algorithm
dc.subjectChannel measurement
dc.subjectModelling
dc.titleArtificial bee colony optimization for modelling of indoor PLC channels: A case study from Turkey
dc.typeArticle

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