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Correlation coefficient local capping REMD adaptive filtering method for laser interference signal

Considering the issue of noise reduction associated with Laser Doppler Interference (LDI) signal, the paper presented a correlation coefficient local capping robust empirical mode decomposition (REMD) filter algorithm for LDI laser sensor that enables more robust reconstruction of the displacement i...

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Detalles Bibliográficos
Autores principales: Wu, Junfeng, Chen, Hanyu, Li, Xu, Kang, Guohua, Lu, Yuangang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8782343/
https://www.ncbi.nlm.nih.gov/pubmed/35061729
http://dx.doi.org/10.1371/journal.pone.0261875
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author Wu, Junfeng
Chen, Hanyu
Li, Xu
Kang, Guohua
Lu, Yuangang
author_facet Wu, Junfeng
Chen, Hanyu
Li, Xu
Kang, Guohua
Lu, Yuangang
author_sort Wu, Junfeng
collection PubMed
description Considering the issue of noise reduction associated with Laser Doppler Interference (LDI) signal, the paper presented a correlation coefficient local capping robust empirical mode decomposition (REMD) filter algorithm for LDI laser sensor that enables more robust reconstruction of the displacement information from an LDI signal. The performance of the algorithm is studied, and it is shown that the algorithm is capable of removing high-frequency noise. Useful information can be extracted more easily by this method, and the Hilbert phase unwrapping displacement reconstructions method based on this algorithm has been experimentally validated. The experimental results show that the proposed method can improve the frequency separation performance in experiments, and is robust against noise interference.
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spelling pubmed-87823432022-01-22 Correlation coefficient local capping REMD adaptive filtering method for laser interference signal Wu, Junfeng Chen, Hanyu Li, Xu Kang, Guohua Lu, Yuangang PLoS One Research Article Considering the issue of noise reduction associated with Laser Doppler Interference (LDI) signal, the paper presented a correlation coefficient local capping robust empirical mode decomposition (REMD) filter algorithm for LDI laser sensor that enables more robust reconstruction of the displacement information from an LDI signal. The performance of the algorithm is studied, and it is shown that the algorithm is capable of removing high-frequency noise. Useful information can be extracted more easily by this method, and the Hilbert phase unwrapping displacement reconstructions method based on this algorithm has been experimentally validated. The experimental results show that the proposed method can improve the frequency separation performance in experiments, and is robust against noise interference. Public Library of Science 2022-01-21 /pmc/articles/PMC8782343/ /pubmed/35061729 http://dx.doi.org/10.1371/journal.pone.0261875 Text en © 2022 Wu et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wu, Junfeng
Chen, Hanyu
Li, Xu
Kang, Guohua
Lu, Yuangang
Correlation coefficient local capping REMD adaptive filtering method for laser interference signal
title Correlation coefficient local capping REMD adaptive filtering method for laser interference signal
title_full Correlation coefficient local capping REMD adaptive filtering method for laser interference signal
title_fullStr Correlation coefficient local capping REMD adaptive filtering method for laser interference signal
title_full_unstemmed Correlation coefficient local capping REMD adaptive filtering method for laser interference signal
title_short Correlation coefficient local capping REMD adaptive filtering method for laser interference signal
title_sort correlation coefficient local capping remd adaptive filtering method for laser interference signal
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8782343/
https://www.ncbi.nlm.nih.gov/pubmed/35061729
http://dx.doi.org/10.1371/journal.pone.0261875
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