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Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm
In order to enhance the signal-to-noise ratio (SNR) of a distributed optical fiber vibration sensor based on coherent optical time domain reflectometry (COTDR), a high extinction ratio cascade structure of an acousto-optic modulator and semiconductor optical amplifier is applied. The prior time-freq...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7181267/ https://www.ncbi.nlm.nih.gov/pubmed/32252485 http://dx.doi.org/10.3390/s20072000 |
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author | Wang, Yu Zou, Jie Xu, Yuelin Chen, Yu Liu, Xin Bai, Qing Jin, Baoquan |
author_facet | Wang, Yu Zou, Jie Xu, Yuelin Chen, Yu Liu, Xin Bai, Qing Jin, Baoquan |
author_sort | Wang, Yu |
collection | PubMed |
description | In order to enhance the signal-to-noise ratio (SNR) of a distributed optical fiber vibration sensor based on coherent optical time domain reflectometry (COTDR), a high extinction ratio cascade structure of an acousto-optic modulator and semiconductor optical amplifier is applied. The prior time-frequency analysis and least mean square error algorithm are adopted in the COTDR system for amplitude demodulation and phase demodulation, in order to improve the SNR by noise elimination. The experimental results show that the adaptive filter based on the least mean square error algorithm could realize the extraction of a three-order sinusoidal harmonic signal from strong background noise along the optical fiber and the SNR improvement from 10.4 dB to 42.2 dB. The proposed demodulation algorithm is suitable for the detection of vibration signals with characteristic frequencies in the application of acoustic fault diagnosis for electromechanical devices. |
format | Online Article Text |
id | pubmed-7181267 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-71812672020-04-28 Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm Wang, Yu Zou, Jie Xu, Yuelin Chen, Yu Liu, Xin Bai, Qing Jin, Baoquan Sensors (Basel) Article In order to enhance the signal-to-noise ratio (SNR) of a distributed optical fiber vibration sensor based on coherent optical time domain reflectometry (COTDR), a high extinction ratio cascade structure of an acousto-optic modulator and semiconductor optical amplifier is applied. The prior time-frequency analysis and least mean square error algorithm are adopted in the COTDR system for amplitude demodulation and phase demodulation, in order to improve the SNR by noise elimination. The experimental results show that the adaptive filter based on the least mean square error algorithm could realize the extraction of a three-order sinusoidal harmonic signal from strong background noise along the optical fiber and the SNR improvement from 10.4 dB to 42.2 dB. The proposed demodulation algorithm is suitable for the detection of vibration signals with characteristic frequencies in the application of acoustic fault diagnosis for electromechanical devices. MDPI 2020-04-02 /pmc/articles/PMC7181267/ /pubmed/32252485 http://dx.doi.org/10.3390/s20072000 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 Wang, Yu Zou, Jie Xu, Yuelin Chen, Yu Liu, Xin Bai, Qing Jin, Baoquan Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm |
title | Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm |
title_full | Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm |
title_fullStr | Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm |
title_full_unstemmed | Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm |
title_short | Optical Fiber Vibration Sensor Using Least Mean Square Error Algorithm |
title_sort | optical fiber vibration sensor using least mean square error algorithm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7181267/ https://www.ncbi.nlm.nih.gov/pubmed/32252485 http://dx.doi.org/10.3390/s20072000 |
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