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Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication

This paper focuses on a channel feed-forward software defined equalization (FSDE) of visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) based system, implemented in the LabVIEW programming environment. A highly modular platform is introduced; the whole experiment is...

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Detalles Bibliográficos
Autores principales: Martinek, Radek, Danys, Lukas, Jaros, Rene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146392/
https://www.ncbi.nlm.nih.gov/pubmed/32183264
http://dx.doi.org/10.3390/s20061618
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author Martinek, Radek
Danys, Lukas
Jaros, Rene
author_facet Martinek, Radek
Danys, Lukas
Jaros, Rene
author_sort Martinek, Radek
collection PubMed
description This paper focuses on a channel feed-forward software defined equalization (FSDE) of visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) based system, implemented in the LabVIEW programming environment. A highly modular platform is introduced; the whole experiment is simulated in software and then thoroughly explored and analyzed during practical measurements in the laboratory, simulating real-world situations. The whole platform is based on modified National Instruments software defined radios (NI SDR) and a commercially available Philips light source, often used in Czech government institutions. Three FSDE algorithms were tested: least mean squares (LMS), normalized least mean squares (NLMS), and QR decomposition based RLS (QR-RLS). Based on measurements, QR-RLS provides the best results, improving measured values by up to 10%. The experiments also show that the simulated results are very similar to real measurements, thus proving the validity of the chosen approach. The whole platform manages to improve measured data simply by making changes to the software side of the testing prototype.
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spelling pubmed-71463922020-04-15 Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication Martinek, Radek Danys, Lukas Jaros, Rene Sensors (Basel) Article This paper focuses on a channel feed-forward software defined equalization (FSDE) of visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) based system, implemented in the LabVIEW programming environment. A highly modular platform is introduced; the whole experiment is simulated in software and then thoroughly explored and analyzed during practical measurements in the laboratory, simulating real-world situations. The whole platform is based on modified National Instruments software defined radios (NI SDR) and a commercially available Philips light source, often used in Czech government institutions. Three FSDE algorithms were tested: least mean squares (LMS), normalized least mean squares (NLMS), and QR decomposition based RLS (QR-RLS). Based on measurements, QR-RLS provides the best results, improving measured values by up to 10%. The experiments also show that the simulated results are very similar to real measurements, thus proving the validity of the chosen approach. The whole platform manages to improve measured data simply by making changes to the software side of the testing prototype. MDPI 2020-03-14 /pmc/articles/PMC7146392/ /pubmed/32183264 http://dx.doi.org/10.3390/s20061618 Text en © 2020 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
Martinek, Radek
Danys, Lukas
Jaros, Rene
Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication
title Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication
title_full Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication
title_fullStr Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication
title_full_unstemmed Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication
title_short Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication
title_sort adaptive software defined equalization techniques for indoor visible light communication
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146392/
https://www.ncbi.nlm.nih.gov/pubmed/32183264
http://dx.doi.org/10.3390/s20061618
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