A multimodal Fingerprint-based Indoor Positioning System for airports

[EN] Indoor Localization techniques are becoming popular in order to provide a seamless indoor positioning system enhancing the traditional GPS service that is only suitable for outdoor environments. Though there are proprietary and costly approaches targeting high accuracy positioning, Wi-Fi and BL...

Descripción completa

Detalles Bibliográficos
Autores: Molina Moreno, Benjamin|||0000-0002-1995-4192, Palau Salvador, Carlos Enrique|||0000-0002-3795-5404, Esteve Domingo, Manuel, Olivares-Gorriti, Eneko
Tipo de recurso: artículo
Fecha de publicación:2018
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/123258
Acceso en línea:https://riunet.upv.es/handle/10251/123258
Access Level:acceso abierto
Palabra clave:BLE beacons
Indoor location
Indoor positioning
Internet of Things
Wi-Fi fingerprinting
INGENIERIA TELEMATICA
id ES_8ab83378e94d8d20f926a2b55d3700a5
oai_identifier_str oai:riunet.upv.es:10251/123258
network_acronym_str ES
network_name_str España
repository_id_str
spelling A multimodal Fingerprint-based Indoor Positioning System for airportsMolina Moreno, Benjamin|||0000-0002-1995-4192Palau Salvador, Carlos Enrique|||0000-0002-3795-5404Esteve Domingo, ManuelOlivares-Gorriti, EnekoBLE beaconsIndoor locationIndoor positioningInternet of ThingsWi-Fi fingerprintingINGENIERIA TELEMATICA[EN] Indoor Localization techniques are becoming popular in order to provide a seamless indoor positioning system enhancing the traditional GPS service that is only suitable for outdoor environments. Though there are proprietary and costly approaches targeting high accuracy positioning, Wi-Fi and BLE networks are widely deployed in many public and private buildings (e.g. shopping malls, airports, universities, etc.). These networks are accessible through mobile phones resulting in an effective commercial off-the-self basic infrastructure for an indoor service. The obtained positioning accuracy is still being improved and there is on-going research on algorithms adapted for Wi-Fi and BLE and also for the particularities of indoor environments. This paper focuses not only on indoor positioning techniques, but also on a multimodal approach. Traditional proposals employ only one network technology whereas this paper integrates two different technologies in order to provide improved accuracy. It also sets the basis for combining (merging) additional technologies, if available. The initial results show that the positioning service performs better with a multimodal approach compared to individual (monomodal) approaches and even compared with Google¿s geolocation service in public spaces such as airports.This work was supported in part by the European Commission through the Door to Door Information for Airports and Airlines Project under Grant GA 635885 and in part by the European Commission through the Interoperability of Heterogeneous IoT Platforms Project under Grant 687283.Institute of Electrical and Electronics EngineersEscuela Técnica Superior de Ingeniería de TelecomunicaciónDepartamento de ComunicacionesGrupo de Sistemas y Aplicaciones de Tiempo Real Distribuido. SATRDEuropean CommissionRepositorio Institucional de la Universitat Politècnica de València Riunet20182018-01-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/123258reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengEuropean Commission https://doi.org/10.13039/501100000780 H2020 635885 Door to Door Information for Airports and AirlinesEuropean Commission https://doi.org/10.13039/501100000780 H2020 687283 Interoperability of Heterogeneous IoT Platformsopen accesshttp://purl.org/coar/access_right/c_abf2Reserva de todos los derechoshttp://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/1232582026-06-13T07:49:27Z
dc.title.none.fl_str_mv A multimodal Fingerprint-based Indoor Positioning System for airports
title A multimodal Fingerprint-based Indoor Positioning System for airports
spellingShingle A multimodal Fingerprint-based Indoor Positioning System for airports
Molina Moreno, Benjamin|||0000-0002-1995-4192
BLE beacons
Indoor location
Indoor positioning
Internet of Things
Wi-Fi fingerprinting
INGENIERIA TELEMATICA
title_short A multimodal Fingerprint-based Indoor Positioning System for airports
title_full A multimodal Fingerprint-based Indoor Positioning System for airports
title_fullStr A multimodal Fingerprint-based Indoor Positioning System for airports
title_full_unstemmed A multimodal Fingerprint-based Indoor Positioning System for airports
title_sort A multimodal Fingerprint-based Indoor Positioning System for airports
dc.creator.none.fl_str_mv Molina Moreno, Benjamin|||0000-0002-1995-4192
Palau Salvador, Carlos Enrique|||0000-0002-3795-5404
Esteve Domingo, Manuel
Olivares-Gorriti, Eneko
author Molina Moreno, Benjamin|||0000-0002-1995-4192
author_facet Molina Moreno, Benjamin|||0000-0002-1995-4192
Palau Salvador, Carlos Enrique|||0000-0002-3795-5404
Esteve Domingo, Manuel
Olivares-Gorriti, Eneko
author_role author
author2 Palau Salvador, Carlos Enrique|||0000-0002-3795-5404
Esteve Domingo, Manuel
Olivares-Gorriti, Eneko
author2_role author
author
author
dc.contributor.none.fl_str_mv Escuela Técnica Superior de Ingeniería de Telecomunicación
Departamento de Comunicaciones
Grupo de Sistemas y Aplicaciones de Tiempo Real Distribuido. SATRD
European Commission
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv BLE beacons
Indoor location
Indoor positioning
Internet of Things
Wi-Fi fingerprinting
INGENIERIA TELEMATICA
topic BLE beacons
Indoor location
Indoor positioning
Internet of Things
Wi-Fi fingerprinting
INGENIERIA TELEMATICA
description [EN] Indoor Localization techniques are becoming popular in order to provide a seamless indoor positioning system enhancing the traditional GPS service that is only suitable for outdoor environments. Though there are proprietary and costly approaches targeting high accuracy positioning, Wi-Fi and BLE networks are widely deployed in many public and private buildings (e.g. shopping malls, airports, universities, etc.). These networks are accessible through mobile phones resulting in an effective commercial off-the-self basic infrastructure for an indoor service. The obtained positioning accuracy is still being improved and there is on-going research on algorithms adapted for Wi-Fi and BLE and also for the particularities of indoor environments. This paper focuses not only on indoor positioning techniques, but also on a multimodal approach. Traditional proposals employ only one network technology whereas this paper integrates two different technologies in order to provide improved accuracy. It also sets the basis for combining (merging) additional technologies, if available. The initial results show that the positioning service performs better with a multimodal approach compared to individual (monomodal) approaches and even compared with Google¿s geolocation service in public spaces such as airports.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/123258
url https://riunet.upv.es/handle/10251/123258
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv European Commission https://doi.org/10.13039/501100000780 H2020 635885 Door to Door Information for Airports and Airlines
European Commission https://doi.org/10.13039/501100000780 H2020 687283 Interoperability of Heterogeneous IoT Platforms
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869412738484142080
score 15.228081

Similares en LA Referencia