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BLE-based floor positioning method for multi-level atrium spatial environments

Nowadays, cities and towns all over the world are dotted with high-rise buildings, and floor positioning technology has gradually become the focus of indoor positioning research. Multi-level buildings with an atrium space structure mainly consist of shopping malls and hospital outpatient buildings....

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Autores principales: Qi, Hongxia, Wang, Yunjia, Bi, Jingxue, Cao, Hongji, Xu, Shenglei, Liu, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196286/
http://dx.doi.org/10.1007/s40328-021-00348-2
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author Qi, Hongxia
Wang, Yunjia
Bi, Jingxue
Cao, Hongji
Xu, Shenglei
Liu, Hui
author_facet Qi, Hongxia
Wang, Yunjia
Bi, Jingxue
Cao, Hongji
Xu, Shenglei
Liu, Hui
author_sort Qi, Hongxia
collection PubMed
description Nowadays, cities and towns all over the world are dotted with high-rise buildings, and floor positioning technology has gradually become the focus of indoor positioning research. Multi-level buildings with an atrium space structure mainly consist of shopping malls and hospital outpatient buildings. This kind of building is widely spread, and they usually have a lot of people and a high demand for location-based services. The specific spatial structure of the indoor atrium makes the propagation of wireless signals different, which leads to most of the wireless signal-based floor positioning methods not working well in such an environment. Aiming at this atrium structure environment, this paper proposes a high-precision multi-method adaptive weighted fusion algorithm based on Bluetooth Low Energy signals. In experiments, the real-time dynamic floor positioning accuracy reached 92.7%, while the floor positioning accuracy in the 5-s static state was as high as 100%. Besides, when using 3 s of test data rolled back, real-time effects could also be achieved, with an accuracy of 98.3%. This method can be used alone for real-time floor positioning, it is suitable for wireless fidelity signals, and it can provide a highly accurate initial floor reference for barometric or inertial methods. It could also be integrated with other methods to provide highly accurate floor locations for long periods of time. The fingerprint library acquisition in this method saves time and effort. The database volume is small and generalizable to a wide range of applications.
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spelling pubmed-81962862021-06-15 BLE-based floor positioning method for multi-level atrium spatial environments Qi, Hongxia Wang, Yunjia Bi, Jingxue Cao, Hongji Xu, Shenglei Liu, Hui Acta Geod Geophys Original Study Nowadays, cities and towns all over the world are dotted with high-rise buildings, and floor positioning technology has gradually become the focus of indoor positioning research. Multi-level buildings with an atrium space structure mainly consist of shopping malls and hospital outpatient buildings. This kind of building is widely spread, and they usually have a lot of people and a high demand for location-based services. The specific spatial structure of the indoor atrium makes the propagation of wireless signals different, which leads to most of the wireless signal-based floor positioning methods not working well in such an environment. Aiming at this atrium structure environment, this paper proposes a high-precision multi-method adaptive weighted fusion algorithm based on Bluetooth Low Energy signals. In experiments, the real-time dynamic floor positioning accuracy reached 92.7%, while the floor positioning accuracy in the 5-s static state was as high as 100%. Besides, when using 3 s of test data rolled back, real-time effects could also be achieved, with an accuracy of 98.3%. This method can be used alone for real-time floor positioning, it is suitable for wireless fidelity signals, and it can provide a highly accurate initial floor reference for barometric or inertial methods. It could also be integrated with other methods to provide highly accurate floor locations for long periods of time. The fingerprint library acquisition in this method saves time and effort. The database volume is small and generalizable to a wide range of applications. Springer International Publishing 2021-06-12 2021 /pmc/articles/PMC8196286/ http://dx.doi.org/10.1007/s40328-021-00348-2 Text en © Akadémiai Kiadó 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Study
Qi, Hongxia
Wang, Yunjia
Bi, Jingxue
Cao, Hongji
Xu, Shenglei
Liu, Hui
BLE-based floor positioning method for multi-level atrium spatial environments
title BLE-based floor positioning method for multi-level atrium spatial environments
title_full BLE-based floor positioning method for multi-level atrium spatial environments
title_fullStr BLE-based floor positioning method for multi-level atrium spatial environments
title_full_unstemmed BLE-based floor positioning method for multi-level atrium spatial environments
title_short BLE-based floor positioning method for multi-level atrium spatial environments
title_sort ble-based floor positioning method for multi-level atrium spatial environments
topic Original Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196286/
http://dx.doi.org/10.1007/s40328-021-00348-2
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