Neural Networks for Synthesis and Optimization of Antenna Arrays

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dc.contributor.authorMerad, Loo
dc.contributor.authorBendimerad, Fethi Tarik
dc.contributor.authorMeriah, Sidi Mohamed
dc.contributor.authorDjennas, Sidi Ahmed
dc.coverage.issue1cs
dc.coverage.volume16cs
dc.date.accessioned2016-03-24T06:42:48Z
dc.date.available2016-03-24T06:42:48Z
dc.date.issued2007-04cs
dc.description.abstractThis paper describes a usual application of back-propagation neural networks for synthesis and optimization of antenna array. The neural network is able to model and to optimize the antennas arrays, by acting on radioelectric or geometric parameters and by taking into account predetermined general criteria. The neural network allows not only establishing important analytical equations for the optimization step, but also a great flexibility between the system parameters in input and output. This step of optimization becomes then possible due to the explicit relation given by the neural network. According to different formulations of the synthesis problem such as acting on the feed law (amplitude and/or phase) and/or space position of the radiating sources, results on antennas arrays synthesis and optimization by neural networks are presented and discussed. However ANN is able to generate very fast the results of synthesis comparing to other approaches.en
dc.formattextcs
dc.format.extent23-30cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRadioengineering. 2007, vol. 16, č. 1, s. 23-30. ISSN 1210-2512cs
dc.identifier.issn1210-2512
dc.identifier.urihttp://hdl.handle.net/11012/57272
dc.language.isoencs
dc.publisherSpolečnost pro radioelektronické inženýrstvícs
dc.relation.ispartofRadioengineeringcs
dc.relation.urihttp://www.radioeng.cz/fulltexts/2007/07_01_23_30.pdfcs
dc.rightsCreative Commons Attribution 3.0 Unported Licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/en
dc.subjectNeural networksen
dc.subjectmodelingen
dc.subjectoptimizationen
dc.subjectsynthesisen
dc.subjectantennas arraysen
dc.subjectprinted antennaen
dc.titleNeural Networks for Synthesis and Optimization of Antenna Arraysen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta eletrotechniky a komunikačních technologiícs
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