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Analyzing heart rate variability using a photoplethysmographic signal measuring system

机译:使用光电容积描记仪信号测量系统分析心率变异性

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A heart rate variability (HRV) measuring system and its analysis method have been developed in this study. It is composed of a hardware measuring system based on a noninvasive photoplethysmographic (PPG) signal measuring device to acquire oxyhemoglobin saturation using pulse oximetry (SpO2) signals and a further software package including the methods used to filter and analyze the signals for heart rate variability. Firstly, an experiment is designed for measuring heartbeat using the system to observe whether the empirical mode decomposition(EMD) can really inhibit noise or not on one volunteer with 10 minutes repeated for 10 times. Then, the hardware system and analysis method are tested on another 10 volunteers before and after receiving cold face immersion. The results of the first experiment have no significant difference with commercial instrument (p > 0.05), but the results using EMD perform better when signals are contaminated by artifacts. The second part experiment is subdivided into two stages. The results show that HR values at each stage have no significant difference with commercial instrument (p > 0.05). The LF significantly decreases from 0.33 ± 0.03 to 0.31 ± 0.03, while HF significantly increases from 0.41 ± 0.07 to 0.43 ± 0.07 indicating cold face immersion can increase parasympathetic and decrease sympathetic actions. Hence, LF/HF changes significantly from high (0.85 ± 0.17) to low (0.74 ± 0.17) before and after adding stimulation. Due to the reasons above, it confirms that the developed system can measure heartbeat and observe the heart rate variability. So the findings of this research may be useful for developing a home-made system to continuously measure HR and HRV for the purpose of convenience, portability, and operability.
机译:本研究开发了一种心率变异性(HRV)测量系统及其分析方法。它由基于无创性光电容积描记(PPG)信号测量设备的硬件测量系统,使用脉搏血氧饱和度(SpO2)信号获取氧合血红蛋白饱和度的软件以及包括用于对心率变异性进行滤波和分析的方法的软件包组成。首先,设计了一个使用该系统测量心跳的实验,以观察经验模态分解(EMD)能否真正抑制一名志愿者的噪音,并重复10分钟10分钟。然后,在接受冷脸浸泡之前和之后,在另外10名志愿者上测试硬件系统和分析方法。第一个实验的结果与商用仪器没有显着差异(p> 0.05),但是当信号被伪影污染时,使用EMD的结果效果更好。第二部分实验分为两个阶段。结果表明,与商用仪器相比,每个阶段的HR值均无显着差异(p> 0.05)。 LF从0.33±0.03显着降低到0.31±0.03,而HF从0.41±0.07显着增加到0.43±0.07,表明冷脸浸入可以增加副交感神经并减少交感神经。因此,在添加刺激前后,LF / HF从高(0.85±0.17)显着降低到低(0.74±0.17)。由于上述原因,它证实了所开发的系统可以测量心跳并观察心率变异性。因此,本研究的结果可能对于开发用于方便,便携和可操作性目的的连续测量HR和HRV的自制系统很有用。

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