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Influence of Individual Differences on the Calculation Method for FBG-Type Blood Pressure Sensors

机译:个体差异对FBG型血压传感器计算方法的影响

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摘要

In this paper, we propose a blood pressure calculation and associated measurement method that by using a fiber Bragg grating (FBG) sensor. There are several points at which the pulse can be measured on the surface of the human body, and when a FBG sensor located at any of these points, the pulse wave signal can be measured. The measured waveform is similar to the acceleration pulse wave. The pulse wave signal changes depending on several factors, including whether or not the individual is healthy and/or elderly. The measured pulse wave signal can be used to calculate the blood pressure using a calibration curve, which is constructed by a partial least squares (PLS) regression analysis using a reference blood pressure and the pulse wave signal. In this paper, we focus on the influence of individual differences from calculated blood pressure based on each calibration curve. In our study, the calculated blood pressure from both the individual and overall calibration curves were compared, and our results show that the calculated blood pressure based on the overall calibration curve had a lower measurement accuracy than that based on an individual calibration curve. We also found that the influence of the individual differences on the calculated blood pressure when using the FBG sensor method were very low. Therefore, the FBG sensor method that we developed for measuring the blood pressure was found to be suitable for use by many people.
机译:在本文中,我们提出了一种使用光纤布拉格光栅(FBG)传感器的血压计算和相关的测量方法。在人体表面有几个可以测量脉冲的点,并且当FBG传感器位于这些点中的任何一个点时,都可以测量脉搏波信号。测得的波形类似于加速脉冲波。脉搏波信号的变化取决于几个因素,包括个人是否健康和/或年长。测得的脉搏波信号可用于使用校准曲线计算血压,该校准曲线是通过使用参考血压和脉搏波信号的偏最小二乘(PLS)回归分析构建的。在本文中,我们着重于根据每条校准曲线计算出的血压对个体差异的影响。在我们的研究中,比较了从单独校准曲线和总体校准曲线计算出的血压,我们的结果表明,基于总体校准曲线计算出的血压的测量精度低于基于单独校准曲线的计算精度。我们还发现,使用FBG传感器方法时,个体差异对计算出的血压的影响非常小。因此,发现我们开发的用于测量血压的FBG传感器方法适合许多人使用。

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