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Novel Active ECG Electrode and Membrane Pressure Sensor-based Unconstrained Cardiorespiratory System for Sleep Monitoring

机译:基于新型活性ECG电极和基于膜压力传感器的无约束心肺系统,用于睡眠监测

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In this paper, an unconstrained cardiorespiratory system for monitoring of ECG and respiration during sleep is presented. A novel active dry ECG electrode, which based on the conductive flexible and stretchable Ag NWs/PDMS composite material is designed to acquire the electrocardiographic potentials through the cloth. Meanwhile, a membrane pressure sensor is applied to obtain the respiratory signal, which can avoid the intervention in the sleep process. Combining the novel active ECG electrode and the membrane pressure sensor, the followed signal acquisition circuit is designed to monitor the ECG and respiratory signals simultaneously without fixing any external sensor to the human body. To verify the performance of the proposed system, a comprehensive test protocol is presented. Firstly, we characterized the electrical properties and the signal sensing capability of the proposed sensor. Furthermore, the performance of the entire system is assessed to verify the effects caused by different clothing materials and sleep postures to the ECG signal and the respiratory signal acquisition. The average Pearson correlation coefficient of the RR interval that extracted from the ECG signal obtained by the proposed system and the commercial PSG device can reach over 0.9 of different clothes and postures. As for the respiration acquisition, the accuracy of the respiration rate in different postures can reach 95% during the 2 hours monitoring process. The experimental results are promising, which demonstrate that the proposed system can achieve favorable signal quality and satisfy the basic requirements of the cardiorespiratory monitoring during sleep. Moreover, the proposed system can be extended to the office environment to monitor the health status of the individual.
机译:本文提出了一种监测睡眠期间心电图和呼吸的无约束心肺系统。基于导电柔性和可伸缩AgNWS / PDMS复合材料的新型活性干燥ECG电极设计用于通过布获取心电图电位。同时,施加膜压力传感器以获得呼吸信号,可以避免睡眠过程中的干预。结合新型活性ECG电极和膜压力传感器,遵循的信号采集电路被设计为同时监视ECG和呼吸信号,而不将任何外部传感器固定到人体。为了验证所提出的系统的性能,提出了一个全面的测试协议。首先,我们表征了所提出的传感器的电性能和信号感测能力。此外,评估整个系统的性能,以验证不同的服装材料和睡眠姿势对ECG信号和呼吸信号采集造成的效果。从所提出的系统和商业PSG装置获得的ECG信号中提取的RR间隔的平均Pearson相关系数可以达到不同的衣物和姿势的0.9克。至于呼吸获取,在2小时监测过程中,不同姿势的呼吸率的准确性可以达到95%。实验结果是有前途的,这表明所提出的系统可以实现有利的信号质量,并满足睡眠期间心肺监测的基本要求。此外,所提出的系统可以扩展到办公环境,以监测个人的健康状况。

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