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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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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. |
format | Online Article Text |
id | pubmed-4969837 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kimjaieun leadetectionandtrackingmethodforcolorindependentvisualmimo AT kimjiwon leadetectionandtrackingmethodforcolorindependentvisualmimo AT kimkidoo leadetectionandtrackingmethodforcolorindependentvisualmimo |