Determination of resonant frequencies of triangular and rectangular microstrip antennas, using artificial neural networks

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dc.contributor.authorBrinhole, E. R.
dc.contributor.authorDestro, J. F. Z.
dc.contributor.authorFreitas, A. A. C. de
dc.contributor.authorAlcantara, N. P. de [UNESP]
dc.contributor.institutionFaculdade Metropolitana Londrinense (UMP)
dc.contributor.institutionCentro Federal de Educação Tecnológica (CEFET)
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2014-05-27T11:21:43Z
dc.date.available2014-05-27T11:21:43Z
dc.date.issued2005-12-01
dc.description.abstractThis paper presents models that can be used in the design of microstrip antennas for mobile communications. The antennas can be triangular or rectangular. The presented models are compared with deterministic and empirical models based on artificial neural networks (ANN) presented in the literature. The models are based on Perceptron Multilayer (PML) and Radial Basis Function (RBF) ANN. RBF based models presented the best results. Also, the models can be embedded in CAD systems, in order to design microstrip antennas for mobile communications.en
dc.description.affiliationLondrinense Metropolitan Faculty-UMP
dc.description.affiliationCEFET at Cornélio Procópio
dc.description.affiliationSão Paulo State University-Unesp
dc.description.affiliationUnespSão Paulo State University-Unesp
dc.format.extent579-582
dc.identifierhttp://dx.doi.org/10.2529/PIERS041210091305
dc.identifier.citationPIERS 2005 - Progress in Electromagnetics Research Symposium, Proceedings, p. 579-582.
dc.identifier.doi10.2529/PIERS041210091305
dc.identifier.scopus2-s2.0-55749095422
dc.identifier.urihttp://hdl.handle.net/11449/68592
dc.language.isoeng
dc.relation.ispartofPIERS 2005 - Progress in Electromagnetics Research Symposium, Proceedings
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectAntennas
dc.subjectBackpropagation
dc.subjectComputer aided design
dc.subjectEmbedded systems
dc.subjectFeedforward neural networks
dc.subjectMicrostrip antennas
dc.subjectMicrowave antennas
dc.subjectMobile telecommunication systems
dc.subjectNatural frequencies
dc.subjectNeural networks
dc.subjectPiers
dc.subjectRadial basis function networks
dc.subjectWireless networks
dc.subjectArtificial neural networks
dc.subjectCad systems
dc.subjectEmpirical models
dc.subjectMobile communications
dc.subjectPerceptron
dc.subjectRadial basis functions
dc.subjectResonant frequencies
dc.subjectMobile antennas
dc.titleDetermination of resonant frequencies of triangular and rectangular microstrip antennas, using artificial neural networksen
dc.typeTrabalho apresentado em evento

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