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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...

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Autores principales: Mederos-Barrera, Antonio, Jurado-Verdu, Cristo, Guerra, Victor, Rabadan, Jose, Perez-Jimenez, Rafael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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