Soft Computing Approach to Design a Triple-Band Slotted Microstrip Patch Antenna

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dc.authoridYigit, Mahmud Esad/0000-0002-0148-1913
dc.authoridAYDEMIR, MUSTAFA EMRE/0000-0002-9285-5115
dc.contributor.authorYigit, Mahmud Esad
dc.contributor.authorGunel, Gulay Oke
dc.contributor.authorAydemir, Mustafa Emre
dc.contributor.authorGunel, Tayfun
dc.date.accessioned2025-03-26T17:34:47Z
dc.date.available2025-03-26T17:34:47Z
dc.date.issued2022
dc.departmentİstanbul Esenyurt Üniversitesi, Fakülteler, Mühendislik ve Mimarlık Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü
dc.description.abstractThe design process of antenna structures that meet up-to-date requirements takes a long time and brings a high computational load. In this paper, an approach based on Soft Computing (SC) techniques was used to shorten the design time and to achieve an antenna structure that yields performance characteristics as close as possible to the desired values. In order to obtain a microstrip patch antenna with the targeted characteristics and the best accuracy in a faster way, a Support Vector Machine (SVM)-based regression model was employed. A triple-band microstrip antenna with desired resonance frequencies and gain values was designed by using the Support Vector Regression (SVR) model by introducing multiple slots and arc-truncation to the patch antenna. Simulation results of the High-Frequency Structural Simulator (HFSS) and measurements of implementation of the designed antenna are given. Performance characteristics of the obtained antenna are also compared with those given in the literature, which have triple-band properties. In addition, the antenna was redesigned using the optimization tool in HFSS for comparison. The accuracy of the results and required time for design were compared for both the SVR model approach and the HFSS optimization tool.
dc.identifier.doi10.3390/app122311923
dc.identifier.issn2076-3417
dc.identifier.issue23
dc.identifier.scopus2-s2.0-85143681650
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.3390/app122311923
dc.identifier.urihttps://hdl.handle.net/20.500.14704/898
dc.identifier.volume12
dc.identifier.wosWOS:000910819200001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherMDPI
dc.relation.ispartofApplied Sciences-Basel
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20250326
dc.subjectmicrostrip patch antenna; slot antenna; soft computing; support vector machines; support vector regression; triple-band antenna
dc.titleSoft Computing Approach to Design a Triple-Band Slotted Microstrip Patch Antenna
dc.typeArticle

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Mühendislik ve Mimarlık Fakültesi Koleksiyonu
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