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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2014
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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. |
format | Online Article Text |
id | pubmed-4279575 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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