Improved Particle Filter in Machine Learning-Based BLE Fingerprinting Method to Reduce Indoor Location Estimation Errors

Indoor position fingerprint-based location estimation methods have been widely used by applications on smartphones. In these localization estimation methods, it is very popular to use the RSSI (Received Signal Strength Indication) of signals to represent the position fingerprint. This paper proposes...

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Bibliographic Details

Published in:	Future Internet
Main Authors:	Jingshi Qian, Jiahe Li, Nobuyoshi Komuro, Won-Suk Kim, Younghwan Yoo
Format:	Article
Language:	English
Published:	MDPI AG 2024-06-01
Subjects:	indoor positioning RSSI fingerprinting k-nearest neighbors bluetooth low energy particle filter
Online Access:	https://www.mdpi.com/1999-5903/16/6/211