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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7766118 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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