Calculation of Circular Microstrip Antenna Parameters with a Single Artificial Neural Network Model

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dc.contributor.authorGultekin, S. S.
dc.contributor.authorUzer, D.
dc.contributor.authorDundar, O.
dc.date.accessioned2020-03-26T18:24:10Z
dc.date.available2020-03-26T18:24:10Z
dc.date.issued2012
dc.departmentSelçuk Üniversitesien_US
dc.descriptionProgress in Electromagnetics Research Symposium -- MAR 27-30, 2012 -- Kuala Lumpur, MALAYSIAen_US
dc.description.abstractA model for the design of circular microstrip antennas, based on Artificial Neural Networks, is presented. The multiple output design parameters are calculated by using a neural network. This neural model is simple and useful for the computer-aided design (CAD) of microstrip antennas. A distinct advantage of neural computation is that, after proper training, a neural network completely bypasses the repeated use of complex iterative processes for new cases presented to it. For engineering applications, this simple model is very usable. Thus the neural model given in this work can also be used for many engineering applications and purposes. In this study, for this neural network model, patch radius, radiation resistance, directivity, total quality factor, bandwidth, efficiency and gain are calculated as output parameters against input parameters as dielectric constant, resonant frequency, dielectric substrate thickness and tangent loss. Extended Delta-Bar-Delta training algorithm by Multi layer Perceptron structure that used popular in literature and gives good approaches is used for training the network. The design results obtained by using the neural model are in very good agreement with the results available in the literature.en_US
dc.description.sponsorshipTelekom Malaysia, Telekom Malaysia Res & Dev, Motorola Solut, Malaysia Convent & Exhibit Buren_US
dc.description.sponsorshipScientific Research Project Office of Selcuk Universityen_US
dc.description.sponsorshipThis study is supported by Scientific Research Project Office of Selcuk University.en_US
dc.identifier.endpage548en_US
dc.identifier.isbn978-1-934142-20-2
dc.identifier.issn1559-9450en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage545en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27801
dc.identifier.wosWOS:000327380000111en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherELECTROMAGNETICS ACADen_US
dc.relation.ispartofPROCEEDINGS OF PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS 2012)en_US
dc.relation.ispartofseriesProgress in Electromagnetics Research Symposium
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.titleCalculation of Circular Microstrip Antenna Parameters with a Single Artificial Neural Network Modelen_US
dc.typeConference Objecten_US

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