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

机译:一种新型的监测睡眠呼吸的柔性电容传感床垫的设计

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摘要

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.
机译:本文提出了一种用于个人健康评估的,使用柔性投射电容感应床垫(FPCSM)提取呼吸信号的算法。与用于多导睡眠图(PSG)的常规测量系统和其他替代性现代系统的接口不同,建议的FPCSM使用投射式电容感应功能,该功能不会磨损或附着在人体上。 FPCSM由多电极传感器阵列组成,该阵列不仅可以观察手势和动作行为,还可以使FPCSM使用所提出的方法在睡眠期间充当呼吸监测器。为了改善可能发生人体运动时的长期监测,FPCSM启用了从感应阵列中选择数据的功能,并且FPCSM方法在应用了通道减少算法后选择了具有最佳信号的电极,该算法计算了电容中的反转感应信号作为质量指标。该简单算法在时域中实现。 FPCSM系统用于实验测试,同时与商用PSG系统进行比较以进行验证。从身体接触的不同位置执行多个同步测量,并收集并行数据集。实验比较得出FPCSM和PSG之间的相关系数为0.88,证明了系统设计的可行性。

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