Inverse modeling of pseudo-interdigital bandpass filters using artificial neural networks

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dc.contributor.authorDemircioğlu, Erdem
dc.contributor.authorSazlı, Murat H.
dc.contributor.authorŞengül, Orhan
dc.contributor.authorİmeci, Ş. Taha
dc.contributor.authorGökten, Mesut
dc.date.accessioned2020-11-21T15:54:08Z
dc.date.available2020-11-21T15:54:08Z
dc.date.issued2013en_US
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.descriptionProgress in Electromagnetics Research Symposium, PIERS 2013 Stockholm -- 12 August 2013 through 15 August 2013 -- Stockholm -- 99730en_US
dc.description.abstractA neural network trained to model original EM problems can be called as the forward model where the model inputs are physical or geometrical parameters and outputs are electrical parameters. Conversely neural network techniques are applicable to inverse modeling of microwave circuit design. In opposition to conventional statistical electromagnetic signal processing applications, inverse modeling techniques acquire electrical parameters as model input and geometrical properties as the output. Pseudo-interdigital (PID) bandpass microstrip filters offer compact and planar solutions to wide bandwidth filtering applications. They avoid the through vias required for short circuiting in conventional interdigital filters. Miniaturized microstrip bandpass filters are in demand for systems requiring small size and light weight. The coupling of the resonators in filter design must be adjusted using EM simulators. There are no analytical or numerical methods proposed for accurate determination of resonator spacing. In this study, the inverse modeling is applied to accurately determine the resonators' locations consistent with desired filter specifications.en_US
dc.identifier.endpage205en_US
dc.identifier.issn1559-9450
dc.identifier.issn9.78193E+12
dc.identifier.scopus2-s2.0-84884734149en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage202en_US
dc.identifier.urihttps://hdl.handle.net/11467/3770
dc.identifier.wosWOS:000361384200040en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.relation.ispartofProgress in Electromagnetics Research Symposiumen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleInverse modeling of pseudo-interdigital bandpass filters using artificial neural networksen_US
dc.typeConference Objecten_US

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