Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/86277
Registo completo
Campo DC | Valor | Idioma |
---|---|---|
dc.contributor.author | Perez-Navarro, Antoni | por |
dc.contributor.author | Montoliu, Raul | por |
dc.contributor.author | Sansano-Sansano, Emilio | por |
dc.contributor.author | Martinez-Garcia, Marina | por |
dc.contributor.author | Femenia, Ruben | por |
dc.contributor.author | Torres-Sospedra, Joaquín | por |
dc.date.accessioned | 2023-09-04T10:10:00Z | - |
dc.date.available | 2023-09-04T10:10:00Z | - |
dc.date.issued | 2023 | - |
dc.identifier.citation | A. Pérez-Navarro, R. Montoliu, E. Sansano-Sansano, M. Martínez-Garcia, R. Femenía and J. Torres-Sospedra, "Accuracy of a Single Position Estimate for kNN-Based Fingerprinting Indoor Positioning Applying Error Propagation Theory," in IEEE Sensors Journal, vol. 23, no. 16, pp. 18765-18775, 15 Aug.15, 2023, doi: 10.1109/JSEN.2023.3287856. | por |
dc.identifier.issn | 1530-437X | - |
dc.identifier.uri | https://hdl.handle.net/1822/86277 | - |
dc.description.abstract | Indoor Positioning Systems usually consider the average positioning error over a set of evaluation samples, or a quartile of that value, as the global error. However, they do not provide a metric for the uncertainty for each individual position estimation. In this paper, we apply the error propagation theory to the kNN algorithm in Wi-Fi fingerprint-based indoor positioning. Our proposed method does not only retrieve the position estimate but also describes how the uncertainties of the RSSI measurements propagate through the calculations. We have validated our proposed method with two open-access datasets. | por |
dc.description.sponsorship | This work was supported in part by projects Grant PID2021-1226420B-C44 funded AEI/10.13039/501100011033/FEDER,UE, Grant PID2021-1226420B-C42 funded AEI/10.13039/501100011033/FEDER,UE, Grant TED2021-199866B–I00 funded AEI/10.13039/501100011033/ European Union NextGenerationEU/PRTR , UJI-A2022-12, CYTED Network “GeoLibero” and H2020-MSCA-IF 101023072. | por |
dc.language.iso | eng | por |
dc.publisher | IEEE | por |
dc.relation | info:eu-repo/grantAgreement/EC/H2020/101023072/EU | por |
dc.rights | openAccess | por |
dc.subject | Error propagation | por |
dc.subject | Fingerprinting methods | por |
dc.subject | Indoor positioning | por |
dc.title | Accuracy of a single position estimate for <italic>k</italic>NN-based fingerprinting indoor positioning applying error propagation theory | por |
dc.type | article | por |
dc.peerreviewed | yes | por |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/10161717 | por |
oaire.citationStartPage | 18765 | por |
oaire.citationEndPage | 18775 | por |
oaire.citationIssue | 16 | por |
oaire.citationVolume | 23 | por |
dc.date.updated | 2023-08-22T07:22:59Z | - |
dc.identifier.eissn | 1558-1748 | - |
dc.identifier.doi | 10.1109/JSEN.2023.3287856 | por |
dc.subject.fos | Ciências Naturais::Ciências da Computação e da Informação | por |
sdum.export.identifier | 12706 | - |
sdum.journal | IEEE Sensors Journal | por |
Aparece nas coleções: | CAlg - Artigos em revistas internacionais / Papers in international journals |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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IEEE-Sensors_AccuracySinglePosition.pdf | 4,47 MB | Adobe PDF | Ver/Abrir |