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dc.contributor.authorChang, Wen-Yingen_US
dc.contributor.authorHuang, Chien-Chunen_US
dc.contributor.authorChen, Chi-Chunen_US
dc.contributor.authorChang, Chih-Chengen_US
dc.contributor.authorYang, Chin-Lungen_US
dc.date.accessioned2015-07-21T11:20:37Z-
dc.date.available2015-07-21T11:20:37Z-
dc.date.issued2014-11-01en_US
dc.identifier.issn1424-8220en_US
dc.identifier.urihttp://dx.doi.org/10.3390/s141122021en_US
dc.identifier.urihttp://hdl.handle.net/11536/124142-
dc.description.abstractIn 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.en_US
dc.language.isoen_USen_US
dc.subjectbody movementen_US
dc.subjectrespiration detectionen_US
dc.subjectflexible projected capacitive sensing mattressen_US
dc.titleDesign of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratoryen_US
dc.typeArticleen_US
dc.identifier.doi10.3390/s141122021en_US
dc.identifier.journalSENSORSen_US
dc.citation.volume14en_US
dc.citation.issue11en_US
dc.citation.spage22021en_US
dc.citation.epage22038en_US
dc.contributor.department生醫電子轉譯研究中心zh_TW
dc.contributor.departmentBiomedical Electronics Translational Research Centeren_US
dc.identifier.wosnumberWOS:000345562800112en_US
dc.citation.woscount0en_US
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