Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/73634
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Sánchez-Rodríguez, David | en_US |
dc.contributor.author | Quintana-Suárez, Miguel A. | en_US |
dc.contributor.author | Alonso-González, Itziar | en_US |
dc.contributor.author | Ley-Bosch, Carlos | en_US |
dc.contributor.author | Sánchez-Medina, Javier J. | en_US |
dc.date.accessioned | 2020-07-06T17:27:27Z | - |
dc.date.available | 2020-07-06T17:27:27Z | - |
dc.date.issued | 2020 | en_US |
dc.identifier.issn | 2072-4292 | en_US |
dc.identifier.other | Scopus | - |
dc.identifier.uri | http://hdl.handle.net/10553/73634 | - |
dc.description.abstract | In recent years, indoor localization systems based on fingerprinting have had significant advances yielding high accuracies. Those approaches often use information about channel communication, such as channel state information (CSI) and received signal strength (RSS). Nevertheless, these features have always been employed separately. Although CSI provides more fine-grained physical layer information than RSS, in this manuscript, a methodology for indoor localization fusing both features from a single access point is proposed to provide a better accuracy. In addition, CSI amplitude information is processed to remove high variability information that can negatively influence location estimation. The methodology was implemented and validated in two scenarios using a single access point located in two different positions and configured in 2.4 and 5 GHz frequency bands. The experiments show that the methodology yields an average error distance of about 0.1 m using the 5 GHz band and a single access point. | en_US |
dc.language | eng | en_US |
dc.relation | Enruta: Entorno de Localización de Alta Precisión Para Un Turismo Accesible | en_US |
dc.relation | Sistema de Localización Aplicado A Personas Con Diversidad Funcional. Posicionamiento y Predicción de Intenciones. | en_US |
dc.relation.ispartof | Remote Sensing | en_US |
dc.source | Remote Sensing [EISSN 2072-4292], v. 12 (12), (Junio 2020) | en_US |
dc.subject | 120304 Inteligencia artificial | en_US |
dc.subject.other | Amplitude processing | en_US |
dc.subject.other | Channel state information | en_US |
dc.subject.other | Features fusion | en_US |
dc.subject.other | Fingerprinting | en_US |
dc.subject.other | Indoor localization | en_US |
dc.subject.other | Received signal strength | en_US |
dc.title | Fusion of channel state information and received signal strength for indoor localization using a single access point | en_US |
dc.type | info:eu-repo/semantics/Article | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.3390/rs12121995 | en_US |
dc.identifier.scopus | 85086993846 | - |
dc.contributor.authorscopusid | 56690271600 | - |
dc.contributor.authorscopusid | 56997469700 | - |
dc.contributor.authorscopusid | 56690273300 | - |
dc.contributor.authorscopusid | 16175642300 | - |
dc.contributor.authorscopusid | 26421466600 | - |
dc.identifier.eissn | 2072-4292 | - |
dc.identifier.issue | 12 | - |
dc.relation.volume | 12 | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Artículo | en_US |
dc.utils.revision | Sí | en_US |
dc.date.coverdate | Junio 2020 | en_US |
dc.identifier.ulpgc | Sí | es |
dc.description.sjr | 1,285 | |
dc.description.jcr | 4,848 | |
dc.description.sjrq | Q1 | |
dc.description.jcrq | Q1 | |
dc.description.scie | SCIE | |
item.grantfulltext | open | - |
item.fulltext | Con texto completo | - |
crisitem.project.principalinvestigator | Sánchez Rodríguez, David De La Cruz | - |
crisitem.project.principalinvestigator | Sánchez Rodríguez, David De La Cruz | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IUCTC: Centro de Innovación para la Sociedad de la Información | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.orcid | 0000-0003-2700-1591 | - |
crisitem.author.orcid | 0000-0002-7520-4468 | - |
crisitem.author.orcid | 0000-0001-8487-2559 | - |
crisitem.author.orcid | 0000-0002-0939-3045 | - |
crisitem.author.orcid | 0000-0003-2530-3182 | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.fullName | Sánchez Rodríguez, David De La Cruz | - |
crisitem.author.fullName | Quintana Suárez, Miguel Ángel | - |
crisitem.author.fullName | Alonso González, Itziar Goretti | - |
crisitem.author.fullName | Ley Bosch, Carlos | - |
crisitem.author.fullName | Sánchez Medina, Javier Jesús | - |
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