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Fast and accurate database using N-linear interpolation for reflectarray analysis, layout design and crosspolar optimization

dc.contributor.authorRodriguez Prado, Daniel
dc.contributor.authorLópez Fernández, Jesús Alberto 
dc.contributor.authorArrebola Baena, Manuel 
dc.date.accessioned2022-12-09T10:38:36Z
dc.date.available2022-12-09T10:38:36Z
dc.date.issued2022-03
dc.identifier.urihttp://hdl.handle.net/10651/65720
dc.descriptionEuropean Conference on Antennas and Propagation, EuCAP 2022 (16th. 2022. Madrid, Spain)
dc.description.abstractThis work provides an assessment in terms of computational speed and accuracy at the radiation pattern level of a database to characterize the reflectarray unit cell for use in analysis, layout design and crosspolar pattern optimization. Details of an efficient implementation of the database are provided, and its performance is compared to that provided by a machine learning technique based on support vector regression (SVR). A method of moments based on local periodicity serves as the baseline for the comparison, both in terms of accuracy and acceleration. The results show that, even when the database uses a simple N-linear interpolation, accuracy is similar to that provided by the SVR technique while accelerating the analysis and layout design of reflectarray antennas.spa
dc.description.sponsorshipThis work was supported in part by the Ministerio de Ciencia, Innovación y Universidades under project IJC2018-035696-I; by the Ministerio de Ciencia e Innovación and the Agencia Estatal de Investigación within project ENHANCE-5G (PID2020-114172RB-C21 / AEI / 10.13039/501100011033).spa
dc.format.extent5 p.spa
dc.language.isoengspa
dc.relation.ispartof16th European Conference on Antennas and Propagation (EuCAP)spa
dc.rights© IEEE
dc.rightsCC Reconocimiento – No Comercial – Sin Obra Derivada 4.0 Internacional
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectDatabasespa
dc.subjectlook-up table (LUT)spa
dc.subjectN-linear interpolationspa
dc.subjectmachine learningspa
dc.subjectsurrogate modelspa
dc.subjectsupport vector regression (SVR)spa
dc.subjectcrosspolar optimizationspa
dc.subjectreflectarray antennaspa
dc.titleFast and accurate database using N-linear interpolation for reflectarray analysis, layout design and crosspolar optimizationspa
dc.typeconference outputspa
dc.relation.projectIDMCIU/IJC2018-035696-Ispa
dc.relation.projectIDMICINN/PID2020-114172RB-C21spa
dc.rights.accessRightsopen accessspa
dc.type.hasVersionAM


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