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A Practice of BLE RSSI Measurement for Indoor Positioning

Bluetooth Low Energy (BLE) is one of the RF-based technologies that has been utilizing Received Signal Strength Indicators (RSSI) in indoor position location systems (IPS) for decades. Its recent signal stability and propagation distance improvement inspired us to conduct this project. Beacons and s...

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Autores principales: Ramirez, Ramiro, Huang, Chien-Yi, Liao, Che-An, Lin, Po-Ting, Lin, Hsin-Wei, Liang, Shu-Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347277/
https://www.ncbi.nlm.nih.gov/pubmed/34372415
http://dx.doi.org/10.3390/s21155181
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author Ramirez, Ramiro
Huang, Chien-Yi
Liao, Che-An
Lin, Po-Ting
Lin, Hsin-Wei
Liang, Shu-Hao
author_facet Ramirez, Ramiro
Huang, Chien-Yi
Liao, Che-An
Lin, Po-Ting
Lin, Hsin-Wei
Liang, Shu-Hao
author_sort Ramirez, Ramiro
collection PubMed
description Bluetooth Low Energy (BLE) is one of the RF-based technologies that has been utilizing Received Signal Strength Indicators (RSSI) in indoor position location systems (IPS) for decades. Its recent signal stability and propagation distance improvement inspired us to conduct this project. Beacons and scanners used two Bluetooth specifications, BLE 5.0 and 4.2, for experimentations. The measurement paradigm consisted of three segments, RSSI–distance conversion, multi-beacon in-plane, and diverse directional measurement. The analysis methods applied to process the data for precise positioning included the Signal propagation model, Trilateration, Modification coefficient, and Kalman filter. As the experiment results showed, the positioning accuracy could reach 10 cm when the beacons and scanners were at the same horizontal plane in a less-noisy environment. Nevertheless, the positioning accuracy dropped to a meter-scale accuracy when the measurements were executed in a three-dimensional configuration and complex environment. According to the analysis results, the BLE wireless signal strength is susceptible to interference in the manufacturing environment but still workable on certain occasions. In addition, the Bluetooth 5.0 specifications seem more promising in bringing brightness to RTLS applications in the future, due to its higher signal stability and better performance in lower interference environments.
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spelling pubmed-83472772021-08-08 A Practice of BLE RSSI Measurement for Indoor Positioning Ramirez, Ramiro Huang, Chien-Yi Liao, Che-An Lin, Po-Ting Lin, Hsin-Wei Liang, Shu-Hao Sensors (Basel) Article Bluetooth Low Energy (BLE) is one of the RF-based technologies that has been utilizing Received Signal Strength Indicators (RSSI) in indoor position location systems (IPS) for decades. Its recent signal stability and propagation distance improvement inspired us to conduct this project. Beacons and scanners used two Bluetooth specifications, BLE 5.0 and 4.2, for experimentations. The measurement paradigm consisted of three segments, RSSI–distance conversion, multi-beacon in-plane, and diverse directional measurement. The analysis methods applied to process the data for precise positioning included the Signal propagation model, Trilateration, Modification coefficient, and Kalman filter. As the experiment results showed, the positioning accuracy could reach 10 cm when the beacons and scanners were at the same horizontal plane in a less-noisy environment. Nevertheless, the positioning accuracy dropped to a meter-scale accuracy when the measurements were executed in a three-dimensional configuration and complex environment. According to the analysis results, the BLE wireless signal strength is susceptible to interference in the manufacturing environment but still workable on certain occasions. In addition, the Bluetooth 5.0 specifications seem more promising in bringing brightness to RTLS applications in the future, due to its higher signal stability and better performance in lower interference environments. MDPI 2021-07-30 /pmc/articles/PMC8347277/ /pubmed/34372415 http://dx.doi.org/10.3390/s21155181 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ramirez, Ramiro
Huang, Chien-Yi
Liao, Che-An
Lin, Po-Ting
Lin, Hsin-Wei
Liang, Shu-Hao
A Practice of BLE RSSI Measurement for Indoor Positioning
title A Practice of BLE RSSI Measurement for Indoor Positioning
title_full A Practice of BLE RSSI Measurement for Indoor Positioning
title_fullStr A Practice of BLE RSSI Measurement for Indoor Positioning
title_full_unstemmed A Practice of BLE RSSI Measurement for Indoor Positioning
title_short A Practice of BLE RSSI Measurement for Indoor Positioning
title_sort practice of ble rssi measurement for indoor positioning
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347277/
https://www.ncbi.nlm.nih.gov/pubmed/34372415
http://dx.doi.org/10.3390/s21155181
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