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Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis

Self-mixed optical feedback interferometry based laser sensors show promising results in the measurement of the vibration frequency. To date several measurement methods have been developed to extract the vibration information from the self-mixed (SM) signal; however, the complexity and accuracy of t...

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Detalles Bibliográficos
Autores principales: Bhardwaj, Vibhor Kumar, Maini, Surita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7392216/
https://www.ncbi.nlm.nih.gov/pubmed/32834124
http://dx.doi.org/10.1016/j.optcom.2020.126330
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author Bhardwaj, Vibhor Kumar
Maini, Surita
author_facet Bhardwaj, Vibhor Kumar
Maini, Surita
author_sort Bhardwaj, Vibhor Kumar
collection PubMed
description Self-mixed optical feedback interferometry based laser sensors show promising results in the measurement of the vibration frequency. To date several measurement methods have been developed to extract the vibration information from the self-mixed (SM) signal; however, the complexity and accuracy of the methods still need improvement. The presented work tries to fulfill the gap by realizing a novel method using maximal overlap discrete wavelet transformation (MODWT) and multi-resolution analysis (MRA). The proposed method can reconstruct the micro-harmonic (< [Formula: see text]) vibration up to 1 kHz even under weak feedback conditions. The mean squared error and the maximum relative error of the proposed method for this range remained below 1.89 [Formula: see text] & 8.79%, respectively. Although, above 1 kHz, the proposed method turns out to be futile to reconstruct the vibration signal but still capable to measure vibration frequency up to 10 kHz with an accuracy of [Formula: see text] 0.0001. The method also found suitable to measure non-sinusoidal vibration frequency with reasonable accuracy even for the moderate feedback conditions. The authors envision that the proposed method will provide a compact, non-contact, and low-cost alternative for the vibration frequency measurement hence useful in early fault detection schemes and lung abnormality diagnosis.
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spelling pubmed-73922162020-07-31 Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis Bhardwaj, Vibhor Kumar Maini, Surita Opt Commun Article Self-mixed optical feedback interferometry based laser sensors show promising results in the measurement of the vibration frequency. To date several measurement methods have been developed to extract the vibration information from the self-mixed (SM) signal; however, the complexity and accuracy of the methods still need improvement. The presented work tries to fulfill the gap by realizing a novel method using maximal overlap discrete wavelet transformation (MODWT) and multi-resolution analysis (MRA). The proposed method can reconstruct the micro-harmonic (< [Formula: see text]) vibration up to 1 kHz even under weak feedback conditions. The mean squared error and the maximum relative error of the proposed method for this range remained below 1.89 [Formula: see text] & 8.79%, respectively. Although, above 1 kHz, the proposed method turns out to be futile to reconstruct the vibration signal but still capable to measure vibration frequency up to 10 kHz with an accuracy of [Formula: see text] 0.0001. The method also found suitable to measure non-sinusoidal vibration frequency with reasonable accuracy even for the moderate feedback conditions. The authors envision that the proposed method will provide a compact, non-contact, and low-cost alternative for the vibration frequency measurement hence useful in early fault detection schemes and lung abnormality diagnosis. Elsevier B.V. 2020-12-01 2020-07-30 /pmc/articles/PMC7392216/ /pubmed/32834124 http://dx.doi.org/10.1016/j.optcom.2020.126330 Text en © 2020 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Bhardwaj, Vibhor Kumar
Maini, Surita
Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
title Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
title_full Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
title_fullStr Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
title_full_unstemmed Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
title_short Measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
title_sort measurement of micro-harmonic vibration from optical feedback interferometry using wavelet trend analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7392216/
https://www.ncbi.nlm.nih.gov/pubmed/32834124
http://dx.doi.org/10.1016/j.optcom.2020.126330
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