Indoor positioning based on RSSI of WiFi signals: how accurate can it be?

"There is abundant literature on positioning systems based on WiFi signals. Most of the systems with off-the-shelf hardware use RSSI measurements. In this paper, we try to determine the highest achievable accuracy of such systems. Instead of resorting to a theoretical analysis, e.g., Cram´er-R...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Grisales Campeón, Juan Pablo, López, Sebastián, de Jesús Meleán, Sergio R., Parisi, Daniel, Fierens, Pablo Ignacio, Moldovan, Herman
Formato: Ponencias en Congresos acceptedVersion
Lenguaje:Inglés
Publicado: 2020
Materias:
REDES DE AREA LOCAL
SISTEMAS MOVILES DE COMUNICACION
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1901
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1901
record_format dspace
spelling I32-R138-123456789-19012022-12-07T14:13:53Z Indoor positioning based on RSSI of WiFi signals: how accurate can it be? Grisales Campeón, Juan Pablo López, Sebastián de Jesús Meleán, Sergio R. Parisi, Daniel Fierens, Pablo Ignacio Moldovan, Herman REDES DE AREA LOCAL SISTEMAS MOVILES DE COMUNICACION "There is abundant literature on positioning systems based on WiFi signals. Most of the systems with off-the-shelf hardware use RSSI measurements. In this paper, we try to determine the highest achievable accuracy of such systems. Instead of resorting to a theoretical analysis, e.g., Cram´er-Rao or Ziv-Zakai bounds, we apply state-of-the-art localization algorithms to measurements in a well-controlled experimental setup. We conclude that an accuracy of less than 1 meter seems unrealistic." "Hay una abundante literatura acerca de sistemas de posicionamiento usando señales de WiFi. La gran mayoría de los sistemas con hardware comercial no específico, utilizan mediciones de RSSI. En este artículo, intentamos determinar cuál es la máxima exactitud de este tipo de sistemas. En vez de realizar un análisis teórico, por ej., con cotas del estilo de Crámer-Rao o Ziv-Zakai, aplicamos el estado del arte en algoritmos de localización a mediciones propias realizadas en condiciones experimentales bien controladas. A partir de este trabajo, concluimos que es difícil obtener una exactitud menor a 1 metro." 2020-03-11T20:17:28Z 2020-03-11T20:17:28Z 2019-02-20 Ponencias en Congresos info:eu-repo/semantics/acceptedVersion 978-1538-65-032-5 http://ri.itba.edu.ar/handle/123456789/1901 en info:eu-repo/semantics/altIdentifier/doi/10.1109/ARGENCON.2018.8646171 info:eu-repo/grantAgreement/ANPCyT/PID/2015-003/AR. Ciudad Autónoma de Buenos Aires 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 REDES DE AREA LOCAL
SISTEMAS MOVILES DE COMUNICACION
spellingShingle REDES DE AREA LOCAL
SISTEMAS MOVILES DE COMUNICACION
Grisales Campeón, Juan Pablo
López, Sebastián
de Jesús Meleán, Sergio R.
Parisi, Daniel
Fierens, Pablo Ignacio
Moldovan, Herman
Indoor positioning based on RSSI of WiFi signals: how accurate can it be?
topic_facet REDES DE AREA LOCAL
SISTEMAS MOVILES DE COMUNICACION
description "There is abundant literature on positioning systems based on WiFi signals. Most of the systems with off-the-shelf hardware use RSSI measurements. In this paper, we try to determine the highest achievable accuracy of such systems. Instead of resorting to a theoretical analysis, e.g., Cram´er-Rao or Ziv-Zakai bounds, we apply state-of-the-art localization algorithms to measurements in a well-controlled experimental setup. We conclude that an accuracy of less than 1 meter seems unrealistic."
format Ponencias en Congresos
acceptedVersion
author Grisales Campeón, Juan Pablo
López, Sebastián
de Jesús Meleán, Sergio R.
Parisi, Daniel
Fierens, Pablo Ignacio
Moldovan, Herman
author_facet Grisales Campeón, Juan Pablo
López, Sebastián
de Jesús Meleán, Sergio R.
Parisi, Daniel
Fierens, Pablo Ignacio
Moldovan, Herman
author_sort Grisales Campeón, Juan Pablo
title Indoor positioning based on RSSI of WiFi signals: how accurate can it be?
title_short Indoor positioning based on RSSI of WiFi signals: how accurate can it be?
title_full Indoor positioning based on RSSI of WiFi signals: how accurate can it be?
title_fullStr Indoor positioning based on RSSI of WiFi signals: how accurate can it be?
title_full_unstemmed Indoor positioning based on RSSI of WiFi signals: how accurate can it be?
title_sort indoor positioning based on rssi of wifi signals: how accurate can it be?
publishDate 2020
url http://ri.itba.edu.ar/handle/123456789/1901
work_keys_str_mv AT grisalescampeonjuanpablo indoorpositioningbasedonrssiofwifisignalshowaccuratecanitbe
AT lopezsebastian indoorpositioningbasedonrssiofwifisignalshowaccuratecanitbe
AT dejesusmeleansergior indoorpositioningbasedonrssiofwifisignalshowaccuratecanitbe
AT parisidaniel indoorpositioningbasedonrssiofwifisignalshowaccuratecanitbe
AT fierenspabloignacio indoorpositioningbasedonrssiofwifisignalshowaccuratecanitbe
AT moldovanherman indoorpositioningbasedonrssiofwifisignalshowaccuratecanitbe
_version_ 1765660764577726464

Ejemplares similares