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C-shaped split ring resonator type metamaterial antenna design using neural network

dc.contributor.authorSağık, Metin
dc.contributor.authorKaraaslan, Muharrem
dc.contributor.authorÜnal, Emin
dc.contributor.authorAkgöl, Oğuzhan
dc.contributor.authorBakır, Mehmet
dc.contributor.authorAkdoğan, Volkan
dc.contributor.authorÖzdemir, Ersin
dc.contributor.authorAbdulkarim, Yadgar I.
dc.date.accessioned2021-06-07T10:56:07Z
dc.date.available2021-06-07T10:56:07Z
dc.date.issued2021en_US
dc.identifier.citationSağlk, M., Karaaslan, M., Ünal, E., Akgöl, O., Baklr, M., Akdogan, V., Özdemir, E., Abdulkarim, Y.I. (2021). C-shaped split ring resonator type metamaterial antenna design using neural network. Optical Engineering, 60 (4), art. no. 047106. https://doi.org/10.1117/1.OE.60.4.047106en_US
dc.identifier.urihttps://doi.org/10.1117/1.OE.60.4.047106
dc.identifier.urihttps://hdl.handle.net/20.500.12508/1736
dc.description.abstractA C-shaped split ring resonator-based metamaterial (MTM) structure placed on a patch antenna is proposed. An artificial neural network (ANN) is applied to design and determine dimensions of an MTM structure that is similar to those used in wireless communication systems, such as Wi-Fi and WiMax, as well as in military vehicles and space stations. The proposed microstrip antenna interacts with the MTM-based structures to improve the reflection coefficient (S-11) and quality factor. The design of the proposed structure is optimized for this purpose in accordance with the ANN studies in the related literature. Both simulation and experimental studies show that ANN calculated MTM antennas improved the quality factor, which is calculated as 230 at 5.18 GHz. The simulated S-11 is verified by experiment to show the integrity of the proposed work. (C) 2021 Society of Photo-Optical Instrumentation Engineers (SPIE)en_US
dc.language.isoengen_US
dc.publisherSPIEen_US
dc.relation.isversionof10.1117/1.OE.60.4.047106en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMicrostrip antennaen_US
dc.subjectArtificial neural networksen_US
dc.subjectc-shaped split ring resonatoren_US
dc.subject.classificationOptics
dc.subject.classificationMicrostrip Antennas
dc.subject.classificationResonant Frequencies
dc.subject.classificationEquilateral
dc.subject.otherOptimization techniques
dc.subject.otherMicrostrip antennas
dc.subject.otherEnhancement
dc.subject.otherAlgorithm
dc.subject.otherMetamaterial antennas
dc.subject.otherMetamaterials
dc.subject.otherMicrostrip antennas
dc.subject.otherMicrowave antennas
dc.subject.otherMilitary vehicles
dc.subject.otherOptical resonators
dc.subject.otherRing gages
dc.subject.otherSlot antennas
dc.subject.otherSpace stations
dc.subject.otherWi-Fi
dc.subject.otherWimax
dc.subject.otherC-shaped
dc.subject.otherMetamaterial (MTM)
dc.subject.otherQuality factors
dc.subject.otherSplit ring resonator
dc.subject.otherWireless communication system
dc.subject.otherNeural networks
dc.titleC-shaped split ring resonator type metamaterial antenna design using neural networken_US
dc.typearticleen_US
dc.relation.journalOptical Engineeringen_US
dc.contributor.departmentMühendislik ve Doğa Bilimleri Fakültesi -- Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.identifier.volume60en_US
dc.identifier.issue4en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.isteauthorSağık, Metin
dc.contributor.isteauthorKaraaslan, Muharrem
dc.contributor.isteauthorÜnal, Emin
dc.contributor.isteauthorAkgöl, Oğuzhan
dc.contributor.isteauthorAkdoğan, Volkan
dc.contributor.isteauthorÖzdemir, Ersin
dc.relation.indexWeb of Science - Scopusen_US
dc.relation.indexWeb of Science Core Collection - Science Citation Index Expanded


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