A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition

Detalhes bibliográficos
Autor(a) principal: Torres-Sospedra, Joaquín
Data de Publicação: 2017
Outros Autores: Moreira, Adriano, Knauth, Stefan, Berkvens, Rafael, Montoliu, Raul, Belmonte, Oscar, Trilles, Sergio, Nicolau, Maria João, Meneses, Filipe, Costa, António, Koukofikis, Athanasios, Weyn, Maarten, Peremans, Herbert
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/46108
Resumo: Pre-print version
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spelling A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competitionWi-Fi FingerprintingOff-site competitionIndoor positioningEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaScience & TechnologyPre-print versionThis paper presents results from comparing different Wi-Fi fingerprinting algorithms on the same private dataset. The algorithms where realized by independent teams in the frame of the off-site track of the EvAAL-ETRI Indoor Localization Competition which was part of the Sixth International Conference on Indoor Positioning and Indoor Navigation (IPIN 2015). Competitors designed and validated their algorithms against the publicly available UJIIndoorLoc database which contains a huge reference- and validation data set. All competing systems were evaluated using the mean error in positioning, with penalties, using a private test dataset. The authors believe that this is the first work in which Wi-Fi fingerprinting algorithm results delivered by several independent and competing teams are fairly compared under the same evaluation conditions. The analysis also comprises a combined approach: Results indicate that the competing systems where complementary, since an ensemble that combines three competing methods reported the overall best results.We would like to thank Francesco Potortì, Paolo Barsocchi, Michele Girolami and Kyle O’Keefe for their valuable help in organizing and spread the EVAALETRI competition and the off-site track. We would also like to thank the TPC members Machaj Juraj, Christos Laoudias, Antoni Pérez-Navarro and Robert Piché for their valuable comments, suggestions and reviews. Parts of this work were funded in the frame of the Spanish Ministry of Economy and Competitiveness through the “Metodologiías avanzadas para el diseño, desarrollo, evaluación e integración de algoritmos de localización en interiores” project (Proyectos I+D Excelencia, código TIN2015-70202-P) and the “Red de Posicionamiento y Navegación en Interiores” network (Redes de Excelencia, código TEC2015-71426- REDT). Parts of this work were funded in the frame of the German federal Ministry of Education and Research programme "FHprofUnt2013" under contract 03FH035PB3 (Project SPIRIT).info:eu-repo/semantics/acceptedVersionIOS PressUniversidade do MinhoTorres-Sospedra, JoaquínMoreira, AdrianoKnauth, StefanBerkvens, RafaelMontoliu, RaulBelmonte, OscarTrilles, SergioNicolau, Maria JoãoMeneses, FilipeCosta, AntónioKoukofikis, AthanasiosWeyn, MaartenPeremans, Herbert20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/46108engJoaquín Torres-Sospedra, Adriano Moreira, Stefan Knauth, Rafael Berkvens, Raul Montoliu, Oscar Belmonte, Sergio Trilles, Maria João Nicolau, Filipe Meneses, António Costa, Athanasios Koukofikis, Maarten Weyn and Herbert Peremans, “A Realistic Evaluation of Indoor Positioning Systems Based on Wi-Fi Fingerprinting: The 2015 EvAAL-ETRI Competition”, in the Journal of Ambient Intelligence and Smart Environments, 2017.1876-137210.3233/AIS-170421http://content.iospress.com/articles/journal-of-ambient-intelligence-and-smart-environments/ais421info: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:RCAAP2023-07-21T12:24:29Zoai:repositorium.sdum.uminho.pt:1822/46108Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:18:29.880312Repositório 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 A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
title A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
spellingShingle A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
Torres-Sospedra, Joaquín
Wi-Fi Fingerprinting
Off-site competition
Indoor positioning
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
title_short A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
title_full A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
title_fullStr A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
title_full_unstemmed A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
title_sort A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL–ETRI competition
author Torres-Sospedra, Joaquín
author_facet Torres-Sospedra, Joaquín
Moreira, Adriano
Knauth, Stefan
Berkvens, Rafael
Montoliu, Raul
Belmonte, Oscar
Trilles, Sergio
Nicolau, Maria João
Meneses, Filipe
Costa, António
Koukofikis, Athanasios
Weyn, Maarten
Peremans, Herbert
author_role author
author2 Moreira, Adriano
Knauth, Stefan
Berkvens, Rafael
Montoliu, Raul
Belmonte, Oscar
Trilles, Sergio
Nicolau, Maria João
Meneses, Filipe
Costa, António
Koukofikis, Athanasios
Weyn, Maarten
Peremans, Herbert
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Torres-Sospedra, Joaquín
Moreira, Adriano
Knauth, Stefan
Berkvens, Rafael
Montoliu, Raul
Belmonte, Oscar
Trilles, Sergio
Nicolau, Maria João
Meneses, Filipe
Costa, António
Koukofikis, Athanasios
Weyn, Maarten
Peremans, Herbert
dc.subject.por.fl_str_mv Wi-Fi Fingerprinting
Off-site competition
Indoor positioning
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
topic Wi-Fi Fingerprinting
Off-site competition
Indoor positioning
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
description Pre-print version
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
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/1822/46108
url http://hdl.handle.net/1822/46108
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Joaquín Torres-Sospedra, Adriano Moreira, Stefan Knauth, Rafael Berkvens, Raul Montoliu, Oscar Belmonte, Sergio Trilles, Maria João Nicolau, Filipe Meneses, António Costa, Athanasios Koukofikis, Maarten Weyn and Herbert Peremans, “A Realistic Evaluation of Indoor Positioning Systems Based on Wi-Fi Fingerprinting: The 2015 EvAAL-ETRI Competition”, in the Journal of Ambient Intelligence and Smart Environments, 2017.
1876-1372
10.3233/AIS-170421
http://content.iospress.com/articles/journal-of-ambient-intelligence-and-smart-environments/ais421
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 IOS Press
publisher.none.fl_str_mv IOS Press
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
repository.mail.fl_str_mv
_version_ 1799132640293421056

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