Fusion of magnetic and WiFi fingerprints for indoor positioning

"WiFi received signal strength (RSS) and magnetic field intensity are common measures for indoor localization because they are readily available on most mobile devices. There is a vast literature on smartphone positioning using RSS and it has been widely implemented in real-world scenarios in t...

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Autores principales: Grisales Campeón, Juan Pablo, López, Sebastián, de Jesús Meleán, Sergio R., Moldovan, Horatiu, Parisi, Daniel, Fierens, Pablo Ignacio
Formato: Ponencias en Congresos acceptedVersion
Lenguaje:Inglés
Publicado: 2019
Materias:
HUELLAS DIGITALES
REDES DE AREA LOCAL
CAMPOS MAGNETICOS
SISTEMAS MOVILES DE COMUNICACION
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1573
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1573
record_format dspace
spelling I32-R138-123456789-15732022-12-07T14:13:32Z Fusion of magnetic and WiFi fingerprints for indoor positioning Grisales Campeón, Juan Pablo López, Sebastián de Jesús Meleán, Sergio R. Moldovan, Horatiu Parisi, Daniel Fierens, Pablo Ignacio HUELLAS DIGITALES REDES DE AREA LOCAL CAMPOS MAGNETICOS SISTEMAS MOVILES DE COMUNICACION "WiFi received signal strength (RSS) and magnetic field intensity are common measures for indoor localization because they are readily available on most mobile devices. There is a vast literature on smartphone positioning using RSS and it has been widely implemented in real-world scenarios in the last two decades. There is much work done on localization aided by magnetic field measurements. We have recently evaluated the accuracy of RSS-based positioning applying state-of-the-art algorithms to measurements in a well-controlled experimental setup. In this paper, we extend this work to assess the accuracy improvements achievable by fusing WiFi and magnetic field information. We show that accuracy improvements of up to 30% are possible." 2019-05-13T18:18:14Z 2019-05-13T18:18:14Z 2018 Ponencias en Congresos info:eu-repo/semantics/acceptedVersion 978-1538-65-447-7 http://ri.itba.edu.ar/handle/123456789/1573 en info:eu-repo/grantAgreement/ANPCyT/PID/2015-003/AR. Ciudad Autónoma de Buenos Aires info:eu-repo/semantics/altIdentifier/doi/10.1109/CACIDI.2018.8584369 application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic HUELLAS DIGITALES
REDES DE AREA LOCAL
CAMPOS MAGNETICOS
SISTEMAS MOVILES DE COMUNICACION
spellingShingle HUELLAS DIGITALES
REDES DE AREA LOCAL
CAMPOS MAGNETICOS
SISTEMAS MOVILES DE COMUNICACION
Grisales Campeón, Juan Pablo
López, Sebastián
de Jesús Meleán, Sergio R.
Moldovan, Horatiu
Parisi, Daniel
Fierens, Pablo Ignacio
Fusion of magnetic and WiFi fingerprints for indoor positioning
topic_facet HUELLAS DIGITALES
REDES DE AREA LOCAL
CAMPOS MAGNETICOS
SISTEMAS MOVILES DE COMUNICACION
description "WiFi received signal strength (RSS) and magnetic field intensity are common measures for indoor localization because they are readily available on most mobile devices. There is a vast literature on smartphone positioning using RSS and it has been widely implemented in real-world scenarios in the last two decades. There is much work done on localization aided by magnetic field measurements. We have recently evaluated the accuracy of RSS-based positioning applying state-of-the-art algorithms to measurements in a well-controlled experimental setup. In this paper, we extend this work to assess the accuracy improvements achievable by fusing WiFi and magnetic field information. We show that accuracy improvements of up to 30% are possible."
format Ponencias en Congresos
acceptedVersion
author Grisales Campeón, Juan Pablo
López, Sebastián
de Jesús Meleán, Sergio R.
Moldovan, Horatiu
Parisi, Daniel
Fierens, Pablo Ignacio
author_facet Grisales Campeón, Juan Pablo
López, Sebastián
de Jesús Meleán, Sergio R.
Moldovan, Horatiu
Parisi, Daniel
Fierens, Pablo Ignacio
author_sort Grisales Campeón, Juan Pablo
title Fusion of magnetic and WiFi fingerprints for indoor positioning
title_short Fusion of magnetic and WiFi fingerprints for indoor positioning
title_full Fusion of magnetic and WiFi fingerprints for indoor positioning
title_fullStr Fusion of magnetic and WiFi fingerprints for indoor positioning
title_full_unstemmed Fusion of magnetic and WiFi fingerprints for indoor positioning
title_sort fusion of magnetic and wifi fingerprints for indoor positioning
publishDate 2019
url http://ri.itba.edu.ar/handle/123456789/1573
work_keys_str_mv AT grisalescampeonjuanpablo fusionofmagneticandwififingerprintsforindoorpositioning
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AT dejesusmeleansergior fusionofmagneticandwififingerprintsforindoorpositioning
AT moldovanhoratiu fusionofmagneticandwififingerprintsforindoorpositioning
AT parisidaniel fusionofmagneticandwififingerprintsforindoorpositioning
AT fierenspabloignacio fusionofmagneticandwififingerprintsforindoorpositioning
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