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Analyzing heart rate variability using a photoplethysmographic signal measuring system

机译:使用光学读数测量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:该研究开发了一种心率变异性(HRV)测量系统及其分析方法。它由基于非侵入性的光伏溶血(PPG)信号测量装置的硬件测量系统组成,用于使用脉冲血管血管(SPO2)信号和另一个软件包来获取氧血杂环蛋白饱和度,包括用于过滤和分析心率变异性信号的方法。首先,实验设计用于使用系统测量心跳,以观察经验模式分解(EMD)是否真正抑制噪音,或者在一个志愿者中重复10分钟10分钟。然后,在接收冷面浸没之前和之后,在另一个10志愿者上测试硬件系统和分析方法。第一实验的结果与商业仪器没有显着差异(P> 0.05),但是当信号被伪影污染时,使用EMD的结果表现更好。第二部分实验细分为两个阶段。结果表明,每个阶段的HR值与商业仪器没有显着差异(P> 0.05)。 LF显着降低0.33±0.03至0.31±0.03,而HF显着增加0.41±0.07至0.43±0.07,表明冷面浸泡可以增加副交感神经和减少交感神经行为。因此,在添加刺激之前和之后,LF / HF在高(0.85±0.17)至低(0.74±0.17)中变化显着变化。由于上述原因,证实开发系统可以测量心跳并观察心率变异性。因此,该研究的发现可能是用于开发自制系统,以便为方便,可移植性和可操作性来连续测量HR和HRV。

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