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A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound
The computer‑based lung respiratory sound analysis, which can provide more information about the condition of lung station, has achieved a great development in recent years. However, the external noise in respiratory sound signal is a large restriction to the further promotion of this technique. In...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6743292/ https://www.ncbi.nlm.nih.gov/pubmed/31523193 http://dx.doi.org/10.7150/ijbs.33274 |
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author | Meng, Fei Wang, Yixuan Shi, Yan Zhao, Hongmei |
author_facet | Meng, Fei Wang, Yixuan Shi, Yan Zhao, Hongmei |
author_sort | Meng, Fei |
collection | PubMed |
description | The computer‑based lung respiratory sound analysis, which can provide more information about the condition of lung station, has achieved a great development in recent years. However, the external noise in respiratory sound signal is a large restriction to the further promotion of this technique. In this paper, a kind of serial integrated de-noising algorithms which consist of a FIR band-pass filter and a modified wavelet filter and an adaptive filter, is proposed to suppress the noise in respiratory sound signals. The design of this kind of filter and its practical application are studied. The practical application in de-noise of the lung sound shows that this filter has a good de-noising effect and a good performance in outstanding the acoustic characteristics. |
format | Online Article Text |
id | pubmed-6743292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-67432922019-09-14 A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound Meng, Fei Wang, Yixuan Shi, Yan Zhao, Hongmei Int J Biol Sci Research Paper The computer‑based lung respiratory sound analysis, which can provide more information about the condition of lung station, has achieved a great development in recent years. However, the external noise in respiratory sound signal is a large restriction to the further promotion of this technique. In this paper, a kind of serial integrated de-noising algorithms which consist of a FIR band-pass filter and a modified wavelet filter and an adaptive filter, is proposed to suppress the noise in respiratory sound signals. The design of this kind of filter and its practical application are studied. The practical application in de-noise of the lung sound shows that this filter has a good de-noising effect and a good performance in outstanding the acoustic characteristics. Ivyspring International Publisher 2019-07-21 /pmc/articles/PMC6743292/ /pubmed/31523193 http://dx.doi.org/10.7150/ijbs.33274 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Meng, Fei Wang, Yixuan Shi, Yan Zhao, Hongmei A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
title | A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
title_full | A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
title_fullStr | A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
title_full_unstemmed | A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
title_short | A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
title_sort | kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6743292/ https://www.ncbi.nlm.nih.gov/pubmed/31523193 http://dx.doi.org/10.7150/ijbs.33274 |
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