Back to Search
Start Over
A Practice of BLE RSSI Measurement for Indoor Positioning
- 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.
- Subjects :
- Computer science
Real-time computing
IPS
trilateration
02 engineering and technology
TP1-1185
01 natural sciences
Biochemistry
Signal
Article
Analytical Chemistry
law.invention
Bluetooth
Interference (communication)
law
0202 electrical engineering, electronic engineering, information engineering
RSSI
Electrical and Electronic Engineering
Instrumentation
modification coefficient
Chemical technology
010401 analytical chemistry
020206 networking & telecommunications
Kalman filter
Atomic and Molecular Physics, and Optics
0104 chemical sciences
Beacon
Modification coefficient Kalman filter
Real-time locating system
Radio propagation
BLE
Trilateration
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Volume :
- 21
- Issue :
- 5181
- Database :
- OpenAIRE
- Journal :
- Sensors
- Accession number :
- edsair.doi.dedup.....b9ba2eac33f64a798beef262c5e03bd5