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Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones
This paper focuses on the hardware components of smartphones, namely, the use of displays and cameras in mobile devices as transmitters and receivers to establish a near-field multiple-input–multiple-output (MIMO) visible light communication (VLC) system. Based on the relationship between the graysc...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658334/ https://www.ncbi.nlm.nih.gov/pubmed/36365812 http://dx.doi.org/10.3390/s22218117 |
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author | Lee, Chang-Ming Li, Bo-Hung Chiang, Chang-Chin |
author_facet | Lee, Chang-Ming Li, Bo-Hung Chiang, Chang-Chin |
author_sort | Lee, Chang-Ming |
collection | PubMed |
description | This paper focuses on the hardware components of smartphones, namely, the use of displays and cameras in mobile devices as transmitters and receivers to establish a near-field multiple-input–multiple-output (MIMO) visible light communication (VLC) system. Based on the relationship between the grayscale values of transmitted and received signals, the physical channel responses are detected and approximated with a high-order regression to obtain the channel gain. With the constraint of bit numbers in the MIMO VLC system, an integer-type water-filling scheme was designed for bit allocation to improve transmission efficiency. The physical examinations show that bit error rate (BER) reduction can be 26.4% with Gaussian noise of 30 dB and detected channel gain compared with the equal bit allocation. The optimization of the simulation was confirmed with the bit assignments in real cases. |
format | Online Article Text |
id | pubmed-9658334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96583342022-11-15 Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones Lee, Chang-Ming Li, Bo-Hung Chiang, Chang-Chin Sensors (Basel) Article This paper focuses on the hardware components of smartphones, namely, the use of displays and cameras in mobile devices as transmitters and receivers to establish a near-field multiple-input–multiple-output (MIMO) visible light communication (VLC) system. Based on the relationship between the grayscale values of transmitted and received signals, the physical channel responses are detected and approximated with a high-order regression to obtain the channel gain. With the constraint of bit numbers in the MIMO VLC system, an integer-type water-filling scheme was designed for bit allocation to improve transmission efficiency. The physical examinations show that bit error rate (BER) reduction can be 26.4% with Gaussian noise of 30 dB and detected channel gain compared with the equal bit allocation. The optimization of the simulation was confirmed with the bit assignments in real cases. MDPI 2022-10-23 /pmc/articles/PMC9658334/ /pubmed/36365812 http://dx.doi.org/10.3390/s22218117 Text en © 2022 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 Lee, Chang-Ming Li, Bo-Hung Chiang, Chang-Chin Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones |
title | Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones |
title_full | Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones |
title_fullStr | Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones |
title_full_unstemmed | Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones |
title_short | Optimization of Bit Allocation for Spatial Multiplexing in MIMO VLC System with Smartphones |
title_sort | optimization of bit allocation for spatial multiplexing in mimo vlc system with smartphones |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658334/ https://www.ncbi.nlm.nih.gov/pubmed/36365812 http://dx.doi.org/10.3390/s22218117 |
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