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A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic
Goal: The SARS-CoV-2 viral infection could cause severe acute respiratory syndrome, disturbing the regular breathing and leading to continuous coughing. Automatic respiration monitoring systems could provide the necessary metrics and warnings for timely intervention, especially for those with mild s...
Formato: | Online Artículo Texto |
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Lenguaje: | English |
Publicado: |
IEEE
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545027/ https://www.ncbi.nlm.nih.gov/pubmed/34786558 http://dx.doi.org/10.1109/OJEMB.2020.3042051 |
_version_ | 1784589937842061312 |
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collection | PubMed |
description | Goal: The SARS-CoV-2 viral infection could cause severe acute respiratory syndrome, disturbing the regular breathing and leading to continuous coughing. Automatic respiration monitoring systems could provide the necessary metrics and warnings for timely intervention, especially for those with mild symptoms. Current respiration detection systems are expensive and too obtrusive for any large-scale deployment. Thus, a low-cost pervasive ambient sensor is proposed. Methods: We will posit a barometer on the working desk and develop a novel signal processing algorithm with a sparsity-based filter to remove the similar-frequency noise. Three modes (coughing, breathing and others) will be conducted to detect coughing and estimate different respiration rates. Results: The proposed system achieved 97.33% accuracy of cough detection and 98.98% specificity of respiration rate estimation. Conclusions: This system could be used as an effective screening tool for detecting subjects suffering from COVID-19 symptoms and enable large scale monitoring of patients diagnosed with or recovering. |
format | Online Article Text |
id | pubmed-8545027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | IEEE |
record_format | MEDLINE/PubMed |
spelling | pubmed-85450272021-11-12 A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic IEEE Open J Eng Med Biol Article Goal: The SARS-CoV-2 viral infection could cause severe acute respiratory syndrome, disturbing the regular breathing and leading to continuous coughing. Automatic respiration monitoring systems could provide the necessary metrics and warnings for timely intervention, especially for those with mild symptoms. Current respiration detection systems are expensive and too obtrusive for any large-scale deployment. Thus, a low-cost pervasive ambient sensor is proposed. Methods: We will posit a barometer on the working desk and develop a novel signal processing algorithm with a sparsity-based filter to remove the similar-frequency noise. Three modes (coughing, breathing and others) will be conducted to detect coughing and estimate different respiration rates. Results: The proposed system achieved 97.33% accuracy of cough detection and 98.98% specificity of respiration rate estimation. Conclusions: This system could be used as an effective screening tool for detecting subjects suffering from COVID-19 symptoms and enable large scale monitoring of patients diagnosed with or recovering. IEEE 2020-12-02 /pmc/articles/PMC8545027/ /pubmed/34786558 http://dx.doi.org/10.1109/OJEMB.2020.3042051 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic |
title | A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic |
title_full | A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic |
title_fullStr | A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic |
title_full_unstemmed | A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic |
title_short | A Pervasive Respiratory Monitoring Sensor for COVID-19 Pandemic |
title_sort | pervasive respiratory monitoring sensor for covid-19 pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545027/ https://www.ncbi.nlm.nih.gov/pubmed/34786558 http://dx.doi.org/10.1109/OJEMB.2020.3042051 |
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