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Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting

A guidance and information service for a University library based on Wi-Fi signals using fingerprinting as chosen localization method is under development at TU Wien. After a thorough survey of suitable location technologies for the application it was decided to employ mainly Wi-Fi for localization....

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Detalles Bibliográficos
Autores principales: Retscher, Guenther, Leb, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7827143/
https://www.ncbi.nlm.nih.gov/pubmed/33435400
http://dx.doi.org/10.3390/s21020432
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author Retscher, Guenther
Leb, Alexander
author_facet Retscher, Guenther
Leb, Alexander
author_sort Retscher, Guenther
collection PubMed
description A guidance and information service for a University library based on Wi-Fi signals using fingerprinting as chosen localization method is under development at TU Wien. After a thorough survey of suitable location technologies for the application it was decided to employ mainly Wi-Fi for localization. For that purpose, the availability, performance, and usability of Wi-Fi in selected areas of the library are analyzed in a first step. These tasks include the measurement of Wi-Fi received signal strengths (RSS) of the visible access points (APs) in different areas. The measurements were carried out in different modes, such as static, kinematic and in stop-and-go mode, with six different smartphones. A dependence on the positioning and tracking modes is seen in the tests. Kinematic measurements pose much greater challenges and depend significantly on the duration of a single Wi-Fi scan. For the smartphones, the scan durations differed in the range of 2.4 to 4.1 s resulting in different accuracies for kinematic positioning, as fewer measurements along the trajectories are available for a device with longer scan duration. The investigations indicated also that the achievable localization performance is only on the few meter level due to the small number of APs of the University own Wi-Fi network deployed in the library. A promising solution for performance improvement is the foreseen usage of low-cost Raspberry Pi units serving as Wi-Fi transmitter and receiver.
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spelling pubmed-78271432021-01-25 Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting Retscher, Guenther Leb, Alexander Sensors (Basel) Article A guidance and information service for a University library based on Wi-Fi signals using fingerprinting as chosen localization method is under development at TU Wien. After a thorough survey of suitable location technologies for the application it was decided to employ mainly Wi-Fi for localization. For that purpose, the availability, performance, and usability of Wi-Fi in selected areas of the library are analyzed in a first step. These tasks include the measurement of Wi-Fi received signal strengths (RSS) of the visible access points (APs) in different areas. The measurements were carried out in different modes, such as static, kinematic and in stop-and-go mode, with six different smartphones. A dependence on the positioning and tracking modes is seen in the tests. Kinematic measurements pose much greater challenges and depend significantly on the duration of a single Wi-Fi scan. For the smartphones, the scan durations differed in the range of 2.4 to 4.1 s resulting in different accuracies for kinematic positioning, as fewer measurements along the trajectories are available for a device with longer scan duration. The investigations indicated also that the achievable localization performance is only on the few meter level due to the small number of APs of the University own Wi-Fi network deployed in the library. A promising solution for performance improvement is the foreseen usage of low-cost Raspberry Pi units serving as Wi-Fi transmitter and receiver. MDPI 2021-01-09 /pmc/articles/PMC7827143/ /pubmed/33435400 http://dx.doi.org/10.3390/s21020432 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Retscher, Guenther
Leb, Alexander
Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting
title Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting
title_full Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting
title_fullStr Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting
title_full_unstemmed Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting
title_short Development of a Smartphone-Based University Library Navigation and Information Service Employing Wi-Fi Location Fingerprinting
title_sort development of a smartphone-based university library navigation and information service employing wi-fi location fingerprinting
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7827143/
https://www.ncbi.nlm.nih.gov/pubmed/33435400
http://dx.doi.org/10.3390/s21020432
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