Intelligent beacon location and fingerprinting

Detalhes bibliográficos
Autor(a) principal: Martins, Pedro
Data de Publicação: 2019
Outros Autores: Abbasi, Maryam, Sa, Filipe, Celiclio, Jose, Morgado, Francisco, Caldeira, Filipe
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.19/5519
Resumo: The complex way radio waves propagate indoors, leads to the derivation of location using fingerprinting techniques. In this cases, location is computed relying on WiFi signals strength mapping. Recent Bluetooth Low Energy (BLE) provides new opportunities to explore positioning. Indoor location identification plays a fundamental role as a business and personal level. At a business level, indoor location pinpointing where GPS signal is nonexistent is used to advise users and send push notifications (e.g., stores publicity, guide persons with special needs, or even for emergency evacuation). In this work is studied how BLE beacons radio signals can be used for indoor location scenarios, as well as their precision. The proposed study is performed inside the campus of Viseu Polytechnic Institute, using hundreds of students, each with his smart-phone, as proof of concept. Experimental results show that BLE allows having less than 1.5 meters error approximately 90% of the times.
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spelling Intelligent beacon location and fingerprintingBeaconsWirelessGPSIndoor locationCrowd learningBluetoothBLEWiFiFingerprintingThe complex way radio waves propagate indoors, leads to the derivation of location using fingerprinting techniques. In this cases, location is computed relying on WiFi signals strength mapping. Recent Bluetooth Low Energy (BLE) provides new opportunities to explore positioning. Indoor location identification plays a fundamental role as a business and personal level. At a business level, indoor location pinpointing where GPS signal is nonexistent is used to advise users and send push notifications (e.g., stores publicity, guide persons with special needs, or even for emergency evacuation). In this work is studied how BLE beacons radio signals can be used for indoor location scenarios, as well as their precision. The proposed study is performed inside the campus of Viseu Polytechnic Institute, using hundreds of students, each with his smart-phone, as proof of concept. Experimental results show that BLE allows having less than 1.5 meters error approximately 90% of the times.SpringerRepositório Científico do Instituto Politécnico de ViseuMartins, PedroAbbasi, MaryamSa, FilipeCeliclio, JoseMorgado, FranciscoCaldeira, Filipe2019-05-29T15:01:26Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.19/5519engPedro Martins, Maryam Abbasi, Filipe Sa, Jose Celiclio, Francisco Morgado, Filipe Caldeira, Intelligent beacon location and fingerprinting, Procedia Computer Science, Volume 151, 2019, Pages 9-16, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2019.04.005.1877-050910.1016/j.procs.2019.04.005info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-01-16T15:28:09Zoai:repositorio.ipv.pt:10400.19/5519Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:43:52.281661Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Intelligent beacon location and fingerprinting
title Intelligent beacon location and fingerprinting
spellingShingle Intelligent beacon location and fingerprinting
Martins, Pedro
Beacons
Wireless
GPS
Indoor location
Crowd learning
Bluetooth
BLE
WiFi
Fingerprinting
title_short Intelligent beacon location and fingerprinting
title_full Intelligent beacon location and fingerprinting
title_fullStr Intelligent beacon location and fingerprinting
title_full_unstemmed Intelligent beacon location and fingerprinting
title_sort Intelligent beacon location and fingerprinting
author Martins, Pedro
author_facet Martins, Pedro
Abbasi, Maryam
Sa, Filipe
Celiclio, Jose
Morgado, Francisco
Caldeira, Filipe
author_role author
author2 Abbasi, Maryam
Sa, Filipe
Celiclio, Jose
Morgado, Francisco
Caldeira, Filipe
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico de Viseu
dc.contributor.author.fl_str_mv Martins, Pedro
Abbasi, Maryam
Sa, Filipe
Celiclio, Jose
Morgado, Francisco
Caldeira, Filipe
dc.subject.por.fl_str_mv Beacons
Wireless
GPS
Indoor location
Crowd learning
Bluetooth
BLE
WiFi
Fingerprinting
topic Beacons
Wireless
GPS
Indoor location
Crowd learning
Bluetooth
BLE
WiFi
Fingerprinting
description The complex way radio waves propagate indoors, leads to the derivation of location using fingerprinting techniques. In this cases, location is computed relying on WiFi signals strength mapping. Recent Bluetooth Low Energy (BLE) provides new opportunities to explore positioning. Indoor location identification plays a fundamental role as a business and personal level. At a business level, indoor location pinpointing where GPS signal is nonexistent is used to advise users and send push notifications (e.g., stores publicity, guide persons with special needs, or even for emergency evacuation). In this work is studied how BLE beacons radio signals can be used for indoor location scenarios, as well as their precision. The proposed study is performed inside the campus of Viseu Polytechnic Institute, using hundreds of students, each with his smart-phone, as proof of concept. Experimental results show that BLE allows having less than 1.5 meters error approximately 90% of the times.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-29T15:01:26Z
2019
2019-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.19/5519
url http://hdl.handle.net/10400.19/5519
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Pedro Martins, Maryam Abbasi, Filipe Sa, Jose Celiclio, Francisco Morgado, Filipe Caldeira, Intelligent beacon location and fingerprinting, Procedia Computer Science, Volume 151, 2019, Pages 9-16, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2019.04.005.
1877-0509
10.1016/j.procs.2019.04.005
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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