Indoor Localization Based on BLE Wireless Sensor Network

Radio frequency-based indoor localization system has attracted commercial developers and researchers in the last few decades. This paper presents an indoor localization system using a wireless sensor network (WSN) with a simple configuration, algorithm, and easy deployment, expansion, and improvemen...

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Bibliographic Details
Main Authors: Bui, Nhat Minh, Nguyen, Quoc Cuong, Nguyen, Dai Duong, Le, Minh Thuy
Format: Conference Proceeding
Language:English
Subjects:
Bluetooth Low Energy
Energy measurement
Energy resolution
Fingerprint recognition
Indoor environment
indoor localization
Instruments
Location awareness
wireless sensor network
Wireless sensor networks
Online Access:Request full text
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Summary:Radio frequency-based indoor localization system has attracted commercial developers and researchers in the last few decades. This paper presents an indoor localization system using a wireless sensor network (WSN) with a simple configuration, algorithm, and easy deployment, expansion, and improvement. Sensor nodes use Bluetooth Low Energy (BLE) technology and operate at the band of 2.4 GHz. Our proposed system used 3 beacons with a grid resolution of 1m\times1m, which applied the fingerprint method with existed advertising channel of Bluetooth Low Energy, 30 reference points, and 18 test points. The mean error of 1.0672 m in a very complex indoor environment of 9.2 m\times8.4m area, is a good result compared to other related works. The indoor localization system can greatly increase its accuracy by increasing the number of reference points.
ISSN:2640-6535
DOI:10.1109/ICSIMA55652.2022.9928823