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LEA Detection and Tracking Method for Color-Independent Visual-MIMO

Communication performance in the color-independent visual-multiple input multiple output (visual-MIMO) technique is deteriorated by light emitting array (LEA) detection and tracking errors in the received image because the image sensor included in the camera must be used as the receiver in the visua...

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Autores principales: Kim, Jai-Eun, Kim, Ji-Won, Kim, Ki-Doo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4969837/
https://www.ncbi.nlm.nih.gov/pubmed/27384563
http://dx.doi.org/10.3390/s16071027
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author Kim, Jai-Eun
Kim, Ji-Won
Kim, Ki-Doo
author_facet Kim, Jai-Eun
Kim, Ji-Won
Kim, Ki-Doo
author_sort Kim, Jai-Eun
collection PubMed
description Communication performance in the color-independent visual-multiple input multiple output (visual-MIMO) technique is deteriorated by light emitting array (LEA) detection and tracking errors in the received image because the image sensor included in the camera must be used as the receiver in the visual-MIMO system. In this paper, in order to improve detection reliability, we first set up the color-space-based region of interest (ROI) in which an LEA is likely to be placed, and then use the Harris corner detection method. Next, we use Kalman filtering for robust tracking by predicting the most probable location of the LEA when the relative position between the camera and the LEA varies. In the last step of our proposed method, the perspective projection is used to correct the distorted image, which can improve the symbol decision accuracy. Finally, through numerical simulation, we show the possibility of robust detection and tracking of the LEA, which results in a symbol error rate (SER) performance improvement.
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spelling pubmed-49698372016-08-04 LEA Detection and Tracking Method for Color-Independent Visual-MIMO Kim, Jai-Eun Kim, Ji-Won Kim, Ki-Doo Sensors (Basel) Article Communication performance in the color-independent visual-multiple input multiple output (visual-MIMO) technique is deteriorated by light emitting array (LEA) detection and tracking errors in the received image because the image sensor included in the camera must be used as the receiver in the visual-MIMO system. In this paper, in order to improve detection reliability, we first set up the color-space-based region of interest (ROI) in which an LEA is likely to be placed, and then use the Harris corner detection method. Next, we use Kalman filtering for robust tracking by predicting the most probable location of the LEA when the relative position between the camera and the LEA varies. In the last step of our proposed method, the perspective projection is used to correct the distorted image, which can improve the symbol decision accuracy. Finally, through numerical simulation, we show the possibility of robust detection and tracking of the LEA, which results in a symbol error rate (SER) performance improvement. MDPI 2016-07-02 /pmc/articles/PMC4969837/ /pubmed/27384563 http://dx.doi.org/10.3390/s16071027 Text en © 2016 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
Kim, Jai-Eun
Kim, Ji-Won
Kim, Ki-Doo
LEA Detection and Tracking Method for Color-Independent Visual-MIMO
title LEA Detection and Tracking Method for Color-Independent Visual-MIMO
title_full LEA Detection and Tracking Method for Color-Independent Visual-MIMO
title_fullStr LEA Detection and Tracking Method for Color-Independent Visual-MIMO
title_full_unstemmed LEA Detection and Tracking Method for Color-Independent Visual-MIMO
title_short LEA Detection and Tracking Method for Color-Independent Visual-MIMO
title_sort lea detection and tracking method for color-independent visual-mimo
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4969837/
https://www.ncbi.nlm.nih.gov/pubmed/27384563
http://dx.doi.org/10.3390/s16071027
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