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Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications †
Visible light communications (VLC) technology is emerging as a candidate to meet the demand for interconnected devices’ communications. However, the costs of incorporating specific hardware into end-user devices slow down its market entry. Optical camera communication (OCC) technology paves the way...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122259/ https://www.ncbi.nlm.nih.gov/pubmed/33921995 http://dx.doi.org/10.3390/s21092925 |
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author | Mederos-Barrera, Antonio Jurado-Verdu, Cristo Guerra, Victor Rabadan, Jose Perez-Jimenez, Rafael |
author_facet | Mederos-Barrera, Antonio Jurado-Verdu, Cristo Guerra, Victor Rabadan, Jose Perez-Jimenez, Rafael |
author_sort | Mederos-Barrera, Antonio |
collection | PubMed |
description | Visible light communications (VLC) technology is emerging as a candidate to meet the demand for interconnected devices’ communications. However, the costs of incorporating specific hardware into end-user devices slow down its market entry. Optical camera communication (OCC) technology paves the way by reusing cameras as receivers. These systems have generally been evaluated under static conditions, in which transmitting sources are recognized using computationally expensive discovery algorithms. In vehicle-to-vehicle networks and wearable devices, tracking algorithms, as proposed in this work, allow one to reduce the time required to locate a moving source and hence the latency of these systems, increasing the data rate by up to 2100%. The proposed receiver architecture combines discovery and tracking algorithms that analyze spatial features of a custom RGB LED transmitter matrix, highlighted in the scene by varying the cameras’ exposure time. By using an anchor LED and changing the intensity of the green LED, the receiver can track the light source with a slow temporal deterioration. Moreover, data bits sent over the red and blue channels do not significantly affect detection, hence transmission occurs uninterrupted. Finally, a novel experimental methodology to evaluate the evolution of the detection’s performance is proposed. With the analysis of the mean and standard deviation of novel K parameters, it is possible to evaluate the detected region-of-interest scale and centrality against the transmitter source’s ideal location. |
format | Online Article Text |
id | pubmed-8122259 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81222592021-05-16 Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † Mederos-Barrera, Antonio Jurado-Verdu, Cristo Guerra, Victor Rabadan, Jose Perez-Jimenez, Rafael Sensors (Basel) Article Visible light communications (VLC) technology is emerging as a candidate to meet the demand for interconnected devices’ communications. However, the costs of incorporating specific hardware into end-user devices slow down its market entry. Optical camera communication (OCC) technology paves the way by reusing cameras as receivers. These systems have generally been evaluated under static conditions, in which transmitting sources are recognized using computationally expensive discovery algorithms. In vehicle-to-vehicle networks and wearable devices, tracking algorithms, as proposed in this work, allow one to reduce the time required to locate a moving source and hence the latency of these systems, increasing the data rate by up to 2100%. The proposed receiver architecture combines discovery and tracking algorithms that analyze spatial features of a custom RGB LED transmitter matrix, highlighted in the scene by varying the cameras’ exposure time. By using an anchor LED and changing the intensity of the green LED, the receiver can track the light source with a slow temporal deterioration. Moreover, data bits sent over the red and blue channels do not significantly affect detection, hence transmission occurs uninterrupted. Finally, a novel experimental methodology to evaluate the evolution of the detection’s performance is proposed. With the analysis of the mean and standard deviation of novel K parameters, it is possible to evaluate the detected region-of-interest scale and centrality against the transmitter source’s ideal location. MDPI 2021-04-22 /pmc/articles/PMC8122259/ /pubmed/33921995 http://dx.doi.org/10.3390/s21092925 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mederos-Barrera, Antonio Jurado-Verdu, Cristo Guerra, Victor Rabadan, Jose Perez-Jimenez, Rafael Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † |
title | Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † |
title_full | Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † |
title_fullStr | Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † |
title_full_unstemmed | Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † |
title_short | Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications † |
title_sort | design and experimental characterization of a discovery and tracking system for optical camera communications † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122259/ https://www.ncbi.nlm.nih.gov/pubmed/33921995 http://dx.doi.org/10.3390/s21092925 |
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