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Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory

In this paper, an algorithm to extract respiration signals using a flexible projected capacitive sensing mattress (FPCSM) designed for personal health assessment is proposed. Unlike the interfaces of conventional measurement systems for poly-somnography (PSG) and other alternative contemporary syste...

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Autores principales: Chang, Wen-Ying, Huang, Chien-Chun, Chen, Chi-Chun, Chang, Chih-Cheng, Yang, Chin-Lung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279575/
https://www.ncbi.nlm.nih.gov/pubmed/25420152
http://dx.doi.org/10.3390/s141122021
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author Chang, Wen-Ying
Huang, Chien-Chun
Chen, Chi-Chun
Chang, Chih-Cheng
Yang, Chin-Lung
author_facet Chang, Wen-Ying
Huang, Chien-Chun
Chen, Chi-Chun
Chang, Chih-Cheng
Yang, Chin-Lung
author_sort Chang, Wen-Ying
collection PubMed
description In this paper, an algorithm to extract respiration signals using a flexible projected capacitive sensing mattress (FPCSM) designed for personal health assessment is proposed. Unlike the interfaces of conventional measurement systems for poly-somnography (PSG) and other alternative contemporary systems, the proposed FPCSM uses projected capacitive sensing capability that is not worn or attached to the body. The FPCSM is composed of a multi-electrode sensor array that can not only observe gestures and motion behaviors, but also enables the FPCSM to function as a respiration monitor during sleep using the proposed approach. To improve long-term monitoring when body movement is possible, the FPCSM enables the selection of data from the sensing array, and the FPCSM methodology selects the electrodes with the optimal signals after the application of a channel reduction algorithm that counts the reversals in the capacitive sensing signals as a quality indicator. The simple algorithm is implemented in the time domain. The FPCSM system is used in experimental tests and is simultaneously compared with a commercial PSG system for verification. Multiple synchronous measurements are performed from different locations of body contact, and parallel data sets are collected. The experimental comparison yields a correlation coefficient of 0.88 between FPCSM and PSG, demonstrating the feasibility of the system design.
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spelling pubmed-42795752015-01-15 Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory Chang, Wen-Ying Huang, Chien-Chun Chen, Chi-Chun Chang, Chih-Cheng Yang, Chin-Lung Sensors (Basel) Article In this paper, an algorithm to extract respiration signals using a flexible projected capacitive sensing mattress (FPCSM) designed for personal health assessment is proposed. Unlike the interfaces of conventional measurement systems for poly-somnography (PSG) and other alternative contemporary systems, the proposed FPCSM uses projected capacitive sensing capability that is not worn or attached to the body. The FPCSM is composed of a multi-electrode sensor array that can not only observe gestures and motion behaviors, but also enables the FPCSM to function as a respiration monitor during sleep using the proposed approach. To improve long-term monitoring when body movement is possible, the FPCSM enables the selection of data from the sensing array, and the FPCSM methodology selects the electrodes with the optimal signals after the application of a channel reduction algorithm that counts the reversals in the capacitive sensing signals as a quality indicator. The simple algorithm is implemented in the time domain. The FPCSM system is used in experimental tests and is simultaneously compared with a commercial PSG system for verification. Multiple synchronous measurements are performed from different locations of body contact, and parallel data sets are collected. The experimental comparison yields a correlation coefficient of 0.88 between FPCSM and PSG, demonstrating the feasibility of the system design. MDPI 2014-11-20 /pmc/articles/PMC4279575/ /pubmed/25420152 http://dx.doi.org/10.3390/s141122021 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chang, Wen-Ying
Huang, Chien-Chun
Chen, Chi-Chun
Chang, Chih-Cheng
Yang, Chin-Lung
Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
title Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
title_full Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
title_fullStr Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
title_full_unstemmed Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
title_short Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
title_sort design of a novel flexible capacitive sensing mattress for monitoring sleeping respiratory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279575/
https://www.ncbi.nlm.nih.gov/pubmed/25420152
http://dx.doi.org/10.3390/s141122021
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