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Design of a Novel Flexible Capacitive Sensing Mattress for Monitoring Sleeping Respiratory
- Source :
- Sensors, Volume 14, Issue 11, Pages 22021-22038, Sensors (Basel, Switzerland), Sensors, Vol 14, Iss 11, Pp 22021-22038 (2014)
- Publication Year :
- 2014
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2014.
-
Abstract
- 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.
- Subjects :
- Engineering
Conductometry
flexible projected capacitive sensing mattress
respiration detection
Capacitive sensing
Polysomnography
Transducers
Beds
lcsh:Chemical technology
Electric Capacitance
Biochemistry
Sensitivity and Specificity
Article
Analytical Chemistry
Reduction (complexity)
Sensor array
Elastic Modulus
lcsh:TP1-1185
Time domain
Electrical and Electronic Engineering
Instrumentation
body movement
Simulation
business.industry
System of measurement
Reproducibility of Results
Body movement
Equipment Design
Atomic and Molecular Physics, and Optics
Electronics, Medical
Respiratory Function Tests
Equipment Failure Analysis
Respiratory Mechanics
Systems design
business
Computer hardware
Communication channel
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Database :
- OpenAIRE
- Journal :
- Sensors
- Accession number :
- edsair.doi.dedup.....f111d1511759360efb5a571b61881eee
- Full Text :
- https://doi.org/10.3390/s141122021