Simple Electromagnetic Modeling of Small Airplanes: Neural Network Approach

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dc.contributor.authorKoudelka, Vlastimil
dc.contributor.authorRaida, Zbynek
dc.contributor.authorTobola, Pavel
dc.coverage.issue1cs
dc.coverage.volume18cs
dc.date.accessioned2016-03-17T14:03:53Z
dc.date.available2016-03-17T14:03:53Z
dc.date.issued2009-04cs
dc.description.abstractThe paper deals with the development of simple electromagnetic models of small airplanes, which can contain composite materials in their construction. Electromagnetic waves can penetrate through the surface of the aircraft due to the specific electromagnetic properties of the composite materials, which can increase the intensity of fields inside the airplane and can negatively influence the functionality of the sensitive avionics. The airplane is simulated by two parallel dielectric layers (the left-hand side wall and the right-hand side wall of the airplane). The layers are put into a rectangular metallic waveguide terminated by the absorber in order to simulate the illumination of the airplane by the external wave (both of the harmonic nature and pulse one). Thanks to the simplicity of the model, the parametric analysis can be performed, and the results can be used in order to train an artificial neural network. The trained networks excel in further reduction of CPU-time demands of an airplane modeling.en
dc.formattextcs
dc.format.extent38-41cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRadioengineering. 2009, vol. 18, č. 1, s. 38-41. ISSN 1210-2512cs
dc.identifier.issn1210-2512
dc.identifier.urihttp://hdl.handle.net/11012/57077
dc.language.isoencs
dc.publisherSpolečnost pro radioelektronické inženýrstvícs
dc.relation.ispartofRadioengineeringcs
dc.relation.urihttp://www.radioeng.cz/fulltexts/2009/09_01_038_041.pdfcs
dc.rightsCreative Commons Attribution 3.0 Unported Licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/en
dc.subjectElectromagnetic modelingen
dc.subjectartificial neural networksen
dc.subjectcomposite materialsen
dc.subjectsmall airplanesen
dc.titleSimple Electromagnetic Modeling of Small Airplanes: Neural Network Approachen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta eletrotechniky a komunikačních technologiícs
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