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Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation

Sleep-related problems are widespread. Numerous devices for sleep monitoring are increasingly available, including smartwatches, sleep monitoring rings, etc. These devices accumulate and analyze a substantial quantity of physiological data. In this study, we develop a smart air-mattress system that...

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Detalles Bibliográficos
Autores principales: Lin, Chun-Liang, Sun, Zhen-Tai, Chen, Yang-Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849971/
https://www.ncbi.nlm.nih.gov/pubmed/36685401
http://dx.doi.org/10.1016/j.heliyon.2022.e12717
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author Lin, Chun-Liang
Sun, Zhen-Tai
Chen, Yang-Yi
author_facet Lin, Chun-Liang
Sun, Zhen-Tai
Chen, Yang-Yi
author_sort Lin, Chun-Liang
collection PubMed
description Sleep-related problems are widespread. Numerous devices for sleep monitoring are increasingly available, including smartwatches, sleep monitoring rings, etc. These devices accumulate and analyze a substantial quantity of physiological data. In this study, we develop a smart air-mattress system that can effectively aid health measurements. The proposed system adopts an air-mattress system to detect subtle changes in pressure and thereby collect micro physiological signals, including ballistocardiography (BCG) and breathing signals. The system uses ultrasonic signals to detect the subject's turning movements. To increase the signal recognition accuracy, the BCG signal is processed effectively to reduce noise interference engendered by the body movement during sleep and is processed using regression analysis for heart rate and breathing rate estimation. Accordingly, the proposed system is unconstrained and can be used to collect micro BCG signals, breathing signals, heart rate signals, and turning movements for the long-term health-care.
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spelling pubmed-98499712023-01-20 Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation Lin, Chun-Liang Sun, Zhen-Tai Chen, Yang-Yi Heliyon Research Article Sleep-related problems are widespread. Numerous devices for sleep monitoring are increasingly available, including smartwatches, sleep monitoring rings, etc. These devices accumulate and analyze a substantial quantity of physiological data. In this study, we develop a smart air-mattress system that can effectively aid health measurements. The proposed system adopts an air-mattress system to detect subtle changes in pressure and thereby collect micro physiological signals, including ballistocardiography (BCG) and breathing signals. The system uses ultrasonic signals to detect the subject's turning movements. To increase the signal recognition accuracy, the BCG signal is processed effectively to reduce noise interference engendered by the body movement during sleep and is processed using regression analysis for heart rate and breathing rate estimation. Accordingly, the proposed system is unconstrained and can be used to collect micro BCG signals, breathing signals, heart rate signals, and turning movements for the long-term health-care. Elsevier 2022-12-29 /pmc/articles/PMC9849971/ /pubmed/36685401 http://dx.doi.org/10.1016/j.heliyon.2022.e12717 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Lin, Chun-Liang
Sun, Zhen-Tai
Chen, Yang-Yi
Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
title Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
title_full Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
title_fullStr Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
title_full_unstemmed Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
title_short Air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
title_sort air-mattress system for ballistocardiogram-based heart rate and breathing rate estimation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849971/
https://www.ncbi.nlm.nih.gov/pubmed/36685401
http://dx.doi.org/10.1016/j.heliyon.2022.e12717
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