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Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization

The study of visible light indoor position has received considerable attention. The visible light indoor position has problems such as deployment difficulty and high cost. In our system, we propose a new fingerprint construction algorithm to simplify visible light indoor position. This method can re...

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Detalles Bibliográficos
Autores principales: Shi, Chenqi, Niu, Xinyv, Li, Tao, Li, Sen, Huang, Chanjuan, Niu, Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766118/
https://www.ncbi.nlm.nih.gov/pubmed/33348777
http://dx.doi.org/10.3390/s20247245
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author Shi, Chenqi
Niu, Xinyv
Li, Tao
Li, Sen
Huang, Chanjuan
Niu, Qiang
author_facet Shi, Chenqi
Niu, Xinyv
Li, Tao
Li, Sen
Huang, Chanjuan
Niu, Qiang
author_sort Shi, Chenqi
collection PubMed
description The study of visible light indoor position has received considerable attention. The visible light indoor position has problems such as deployment difficulty and high cost. In our system, we propose a new fingerprint construction algorithm to simplify visible light indoor position. This method can realize the rapid construction of a visible fingerprint database and prove that the fingerprint database can be used repeatedly in different environments. We proved the theoretical feasibility of this method through theoretical derivation. We carried out extensive experiments in two classic real indoor environments. Experimental results show that reverse fingerprinting can be achieved. In 95% of cases, the positioning accuracy can be guaranteed to be less than 10 cm.
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spelling pubmed-77661182020-12-28 Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization Shi, Chenqi Niu, Xinyv Li, Tao Li, Sen Huang, Chanjuan Niu, Qiang Sensors (Basel) Article The study of visible light indoor position has received considerable attention. The visible light indoor position has problems such as deployment difficulty and high cost. In our system, we propose a new fingerprint construction algorithm to simplify visible light indoor position. This method can realize the rapid construction of a visible fingerprint database and prove that the fingerprint database can be used repeatedly in different environments. We proved the theoretical feasibility of this method through theoretical derivation. We carried out extensive experiments in two classic real indoor environments. Experimental results show that reverse fingerprinting can be achieved. In 95% of cases, the positioning accuracy can be guaranteed to be less than 10 cm. MDPI 2020-12-17 /pmc/articles/PMC7766118/ /pubmed/33348777 http://dx.doi.org/10.3390/s20247245 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Shi, Chenqi
Niu, Xinyv
Li, Tao
Li, Sen
Huang, Chanjuan
Niu, Qiang
Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization
title Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization
title_full Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization
title_fullStr Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization
title_full_unstemmed Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization
title_short Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization
title_sort exploring fast fingerprint construction algorithm for unmodulated visible light indoor localization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766118/
https://www.ncbi.nlm.nih.gov/pubmed/33348777
http://dx.doi.org/10.3390/s20247245
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