Effects of Microstrip Feed Line Width on 1 x 4 Rectangular Microstrip Antenna Array Electrical Parameters and Estimation with Artificial Neural Networks

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dc.contributor.authorDundar, O.
dc.contributor.authorUzer, D.
dc.contributor.authorGultekin, S. S.
dc.contributor.authorBayrak, M.
dc.date.accessioned2020-03-26T18:25:18Z
dc.date.available2020-03-26T18:25:18Z
dc.date.issued2012
dc.departmentSelçuk Üniversitesien_US
dc.descriptionProgress in Electromagnetics Research Symposium -- MAR 27-30, 2012 -- Kuala Lumpur, MALAYSIAen_US
dc.description.abstractIn this study, 1 x 4 rectangular microstrip array antennas are designed at 16 GHz resonant frequency for KU Band usage on Duroid 5880 substrate that has a thickness of 0.254 mm and a dielectric constant of 2.2. Designs are simulated using HFSS v12. At these designs, by changing the feed line widths systematically, for each antenna, electrical parameters like Sit response, directivity, gain, radiation efficiency etc. are investigated for 26 array antennas in simulation media. Also, directivity and gain values are predicted with an Artificial Neural Network model. The network has four inputs as dielectric substrate thickness, resonant frequency and dielectric constant of the substrate and three outputs as directivity, gain and radiation efficiency. Multi layer perceptron structure for Artificial Neural Network model and Levenberg-Marquart learning algorithm for training the network are used. The network model is trained with 20 of 26 design data and is tested with the rest 6 ones. It is seen that the results from simulations and the neural network model are compatible with similar studies 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.endpage1345en_US
dc.identifier.isbn978-1-934142-20-2
dc.identifier.issn1559-9450en_US
dc.identifier.startpage1341en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27988
dc.identifier.wosWOS:000327380000282en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_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.titleEffects of Microstrip Feed Line Width on 1 x 4 Rectangular Microstrip Antenna Array Electrical Parameters and Estimation with Artificial Neural Networksen_US
dc.typeConference Objecten_US

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