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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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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. |
format | Online Article Text |
id | pubmed-8782343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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