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NLOS-Aware VLC-based Indoor Localization: Algorithm Design and Experimental Validation

Abstract : The Visible Light Indoor Positioning System (VL-IPS) has been a popular research area recently. In VL-IPS, many localization methods have been proposed by leveraging the Received Signal Strength (RSS) based trilateration. However, the traditional RSS based trilateration localization (RSS-TL) method is very sensitive to the lighting environment and would results in a big localization error due to the presence of non-line-of-sight (NLOS) light signal. In light of this, we propose a novel NLOS-aware localization algorithm, namely Enhanced Fingerprinting-aided RSS-TL (EFP-RSS-TL). It permits to improve the localization accuracy for the corner regions of a room by eliminating the NLOS impact while keeping the same high accuracy for the room center. This is achieved by leveraging a RSS fingerprint database which records the line-of-sight (LOS) light power ratios beforehand. For validation purpose, we built a real VL-IPS platform and implemented the proposed algorithm. Experimental results show that the proposed NLOS-aware EFP-RSS-TL algorithm enables to reduce significantly the average positioning error (by up to 79%) compared to its counterparts. Besides, our proposal cuts the database size by 50% and is more robust to environment changes. In a room of 4.7 m x 2.7 m, the achieved average positioning error is around 6 cm when it is vacant and it is no more than 14.5 cm when it is occupied by several people.
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https://hal.archives-ouvertes.fr/hal-02533000
Contributor : Fen Zhou <>
Submitted on : Monday, April 6, 2020 - 10:52:36 AM
Last modification on : Friday, May 22, 2020 - 4:54:02 PM

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  • HAL Id : hal-02533000, version 1

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Chuanxi Huang, Xun Zhang, Fen Zhou, Zhan Wang, Lina Shi. NLOS-Aware VLC-based Indoor Localization: Algorithm Design and Experimental Validation. IEEE Wireless Communications and Networking Conference (WCNC 2020), Apr 2020, Seoul, South Korea. ⟨hal-02533000⟩

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