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A 3-D indoor analysis of path loss modeling using kriging techniques

dc.contributor.authorDiago Mosquera, Melissa
dc.contributor.authorAragón Zavala, Alejandro
dc.contributor.authorAzpilicueta Fernández de las Heras, Leyre
dc.contributor.authorShubair, Raed M.
dc.contributor.authorFalcone Lanas, Francisco Javier
dc.contributor.departmentIngeniaritza Elektrikoa, Elektronikoaren eta Telekomunikazio Ingeniaritzareneu
dc.contributor.departmentInstitute of Smart Cities - ISCen
dc.contributor.departmentIngeniería Eléctrica, Electrónica y de Comunicaciónes_ES
dc.date.accessioned2023-01-26T11:37:52Z
dc.date.available2023-01-26T11:37:52Z
dc.date.issued2022
dc.date.updated2023-01-26T10:54:07Z
dc.description.abstractThis study proposes a novel measurement-based method to predict and model three-dimensional (3-D) path loss in indoor scenarios, which first regresses 28 GHz measurements via median path loss modeling and then includes ordinary Kriging to interpolate shadowing. The performance of this method is evaluated by investigating the spatial structure that follows shadowing through the semivariogram, covariance function, and correlogram as variography tools. It is shown that semivariogram outperforms the other statistics to describe shadowing spatial continuity in path loss modeling in terms of the mean absolute error.en
dc.description.sponsorshipThis work was supported by the National Council of Science and Technology CONACYT, through the student scholarship number 746015, under Project RTI2018-095499-B-C31, funded by the Ministerio de Ciencia, Innovación y Universidades, Gobierno de España (MCIU/AEI/FEDER, UE).en
dc.format.mimetypeapplication/pdfen
dc.identifier.citationDiago-Mosquera, M., Aragon-Zavala, A., Azpilicueta, L., Shubair, R., & Falcone, F. (2022). A 3-d indoor analysis of path loss modeling using kriging techniques. IEEE Antennas and Wireless Propagation Letters, 21(6), 1218-1222. https://doi.org/10.1109/LAWP.2022.3162160en
dc.identifier.doi10.1109/LAWP.2022.3162160
dc.identifier.issn1536-1225
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/44600
dc.language.isoengen
dc.publisherIEEEen
dc.relation.ispartofIeee Antennas And Wireless Propagation Letters, 2022, 21 (6),1218-1222en
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-095499-B-C31/ES/en
dc.relation.publisherversionhttps://doi.org/10.1109/LAWP.2022.3162160
dc.rightsThis work is licensed under a Creative Commons Attribution 4.0 Licenseen
dc.rights.accessRightsAcceso abierto / Sarbide irekiaes
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectIndoor path loss modelen
dc.subjectKrigingen
dc.subjectThree-dimen- sional (3-D)en
dc.subjectVariographyen
dc.titleA 3-D indoor analysis of path loss modeling using kriging techniquesen
dc.typeArtículo / Artikuluaes
dc.typeinfo:eu-repo/semantics/articleen
dc.type.versionVersión publicada / Argitaratu den bertsioaes
dc.type.versioninfo:eu-repo/semantics/publishedVersionen
dspace.entity.typePublication
relation.isAuthorOfPublication00915558-0f9a-4e8e-a04c-8a7eaa1629da
relation.isAuthorOfPublication69667b5c-e390-42d4-bc71-9f256c1b7b85
relation.isAuthorOfPublication.latestForDiscovery00915558-0f9a-4e8e-a04c-8a7eaa1629da

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