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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
Descripción
Sumario: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.