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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...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2020
Materias:
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
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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.
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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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