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dc.contributor.authorPascual García, Juan 
dc.contributor.authorQuesada Pereira, Fernando Daniel 
dc.contributor.authorCañete Rebenaque, David 
dc.contributor.authorGómez Díaz, Juan Sebastián 
dc.contributor.authorÁlvarez Melcón, Alejandro 
dc.date.accessioned2020-04-28T12:29:07Z
dc.date.available2020-04-28T12:29:07Z
dc.date.issued2009-05
dc.identifier.citationGarcía, J.P., Pereira, F.Q., Rebenaque, D.C., Díaz, J.S.G. and Melcón, A.Á. (2009), A new neural network technique for the design of multilayered microwave shielded bandpass filters. Int J RF and Microwave Comp Aid Eng, 19: 405-415. doi:10.1002/mmce.20363es_ES
dc.identifier.issn1096-4290
dc.description.abstractIn this work, we propose a novel technique based on neural networks, for the design of microwave filters in shielded printed technology. The technique uses radial basis function neural networks to represent the non linear relations between the quality factors and coupling coefficients, with the geometrical dimensions of the resonators. The radial basis function neural networks are employed for the first time in the design task of shielded printed filters, and permit a fast and precise operation with only a limited set of training data. Thanks to a new cascade configuration, a set of two neural networks provide the dimensions of the complete filter in a fast and accurate way. To improve the calculation of the geometrical dimensions, the neural networks can take as inputs both electrical parameters and physical dimensions computed by other neural networks. The neural network technique is combined with gradient based optimization methods to further improve the response of the filters. Results are presented to demonstrate the usefulness of the proposed technique for the design of practical microwave printed coupled line and hairpin filters.es_ES
dc.formatapplication/pdfes_ES
dc.language.isoenges_ES
dc.publisherJohn Wileyes_ES
dc.rightsAtribución-CompartirIgual 3.0 España*
dc.rights© Copyright 2008 Wiley Periodicals, Inc.es_ES
dc.rights.urihttp://creativecommons.org/licenses/by-sa/3.0/es/*
dc.titleA new neural network technique for the design of multilayered microwave shielded bandpass filterses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.subjectNeural Networkses_ES
dc.subjectMicrowave filterses_ES
dc.subjectMicrostrip fliterses_ES
dc.subjectFilter design techniqueses_ES
dc.subject.otherTeoría de la Señal y las Comunicacioneses_ES
dc.identifier.urihttps://onlinelibrary.wiley.com/doi/abs/10.1002/mmce.20363
dc.identifier.urihttp://hdl.handle.net/10317/8499
dc.contributor.investgroupGrupo Electromagnetismo Aplicado a las Telecomunicacioneses_ES
dc.identifier.doi10.1002/mmce.20363
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dc.subject.unesco2202.10 Radioondas y Microondases_ES


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