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A Practice of BLE RSSI Measurement for Indoor Positioning

Authors :
Po Ting Lin
Che-An Liao
Chien-Yi Huang
Shu-Hao Liang
Ramiro Ramirez
Hsin-Wei Lin
Source :
Sensors, Vol 21, Iss 5181, p 5181 (2021), Sensors (Basel, Switzerland), Sensors, Volume 21, Issue 15
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

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.

Details

Language :
English
ISSN :
14248220
Volume :
21
Issue :
5181
Database :
OpenAIRE
Journal :
Sensors
Accession number :
edsair.doi.dedup.....b9ba2eac33f64a798beef262c5e03bd5