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Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods

This paper investigates a composite optical receiver for an indoor visible light communication (VLC) system. The optical gain, received power, and signal-to-noise ratio (SNR) are considered to be optimized. However, it is difficult to find a balance between them in general design and optimization. W...

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Detalles Bibliográficos
Autores principales: Wang, Ning, Peng, Xing, Kong, Lingbao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8705383/
https://www.ncbi.nlm.nih.gov/pubmed/34945285
http://dx.doi.org/10.3390/mi12121434
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author Wang, Ning
Peng, Xing
Kong, Lingbao
author_facet Wang, Ning
Peng, Xing
Kong, Lingbao
author_sort Wang, Ning
collection PubMed
description This paper investigates a composite optical receiver for an indoor visible light communication (VLC) system. The optical gain, received power, and signal-to-noise ratio (SNR) are considered to be optimized. However, it is difficult to find a balance between them in general design and optimization. We propose the Taguchi and fuzzy logic combination method to improve multiple performance characteristics effectively in the optical receiver. The simulated results indicate that the designed receiver has the characteristics of an optical gain of 10.57, a half field of view (HFOV) of 45°, a received power of 6.4635 dBm, a signal-to-noise ratio (SNR) of 89.8874 dB, and a spot size of 2 mm. The appropriate weights of the three performance characteristics for the inputs of the fuzzy controllers increase the optical gain by 13.601 dB, and the received power and SNR by 11.097 dB and 0.373 dB, respectively. Therefore, the optical receiver optimally designed by the Taguchi and fuzzy logic methods can significantly meet the requirements of an indoor VLC system.
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spelling pubmed-87053832021-12-25 Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods Wang, Ning Peng, Xing Kong, Lingbao Micromachines (Basel) Article This paper investigates a composite optical receiver for an indoor visible light communication (VLC) system. The optical gain, received power, and signal-to-noise ratio (SNR) are considered to be optimized. However, it is difficult to find a balance between them in general design and optimization. We propose the Taguchi and fuzzy logic combination method to improve multiple performance characteristics effectively in the optical receiver. The simulated results indicate that the designed receiver has the characteristics of an optical gain of 10.57, a half field of view (HFOV) of 45°, a received power of 6.4635 dBm, a signal-to-noise ratio (SNR) of 89.8874 dB, and a spot size of 2 mm. The appropriate weights of the three performance characteristics for the inputs of the fuzzy controllers increase the optical gain by 13.601 dB, and the received power and SNR by 11.097 dB and 0.373 dB, respectively. Therefore, the optical receiver optimally designed by the Taguchi and fuzzy logic methods can significantly meet the requirements of an indoor VLC system. MDPI 2021-11-23 /pmc/articles/PMC8705383/ /pubmed/34945285 http://dx.doi.org/10.3390/mi12121434 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
Wang, Ning
Peng, Xing
Kong, Lingbao
Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods
title Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods
title_full Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods
title_fullStr Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods
title_full_unstemmed Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods
title_short Optimum Design of a Composite Optical Receiver by Taguchi and Fuzzy Logic Methods
title_sort optimum design of a composite optical receiver by taguchi and fuzzy logic methods
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8705383/
https://www.ncbi.nlm.nih.gov/pubmed/34945285
http://dx.doi.org/10.3390/mi12121434
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