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Evaluation of the Impact of the Angle of Incidence Discretization in Surrogate Models of Periodic Cells in Reflectarray Antenna Analysis
| dc.contributor.author | Rodríguez Prado, Daniel | |
| dc.contributor.author | López Fernández, Jesús Alberto | |
| dc.contributor.author | Arrebola Baena, Manuel | |
| dc.contributor.author | Goussetis, George | |
| dc.date.accessioned | 2020-07-15T10:30:34Z | |
| dc.date.available | 2020-07-15T10:30:34Z | |
| dc.date.issued | 2020-07 | |
| dc.identifier.uri | http://hdl.handle.net/10651/55801 | |
| dc.description | IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting (2020. Montreal) | spa |
| dc.description.abstract | Different strategies for the discretization of the angles of incidence and its influence on reflectarray analysis based on surrogate models with support vector regression (SVR) are studied. One SVR per pair of angles of incidence is considered, and it is shown that while the copolar pattern is robust against the discretization of the angle of incidence, the crosspolar pattern presents a higher sensitivity with regard to the baseline scenario. | spa |
| dc.description.sponsorship | This work was supported in part by the Ministerio de Ciencia, Innovación y Universidades under project TEC2017-86619-R (ARTEINE); by the Ministerio de Economía, Industria y Competitividad under project TEC2016-75103-C2-1-R (MYRADA); by the Gobierno del Principado de Asturias/FEDER under Project GRUPIN-IDI/2018/000191. | spa |
| dc.language.iso | eng | spa |
| dc.publisher | IEEE | spa |
| dc.relation.ispartof | 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting | spa |
| dc.rights | © 2020 IEEE | |
| dc.subject | Machine learning | spa |
| dc.subject | Support vector regression (SVR) | spa |
| dc.subject | Surrogate model | spa |
| dc.subject | Angle of incidence | spa |
| dc.subject | Reflectarray analysis | spa |
| dc.title | Evaluation of the Impact of the Angle of Incidence Discretization in Surrogate Models of Periodic Cells in Reflectarray Antenna Analysis | spa |
| dc.type | conference output | spa |
| dc.relation.projectID | TEC2017-86619-R (ARTEINE) | spa |
| dc.relation.projectID | TEC2016-75103-C2-1-R (MYRADA) | |
| dc.relation.projectID | GRUPIN-IDI/2018/000191 | |
| dc.rights.accessRights | open access | spa |
| dc.type.hasVersion | VoR |
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