基于布莱克曼窗的血压分析

Anqi Guan, N. Zhou, Yuhang Tang
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引用次数: 0

摘要

本文设计了一种基于Blackman窗口的勺式血压分析算法,该算法适用于可穿戴设备的血压测量,可以更准确地判断用户一天内的血压变化,便于对用户的血压进行分析。与传统且广泛应用的矩形窗相比,Blackman窗的旁瓣衰减可提高77.193%,减少了频谱泄漏,使血压波形分析更加准确。与现有研究采用多种曲线拟合方法对连续曲线输出进行离散点拟合相比,本文采用FFT运算将离散时域点还原为连续时域曲线,拟合精度较高。这一比率可高达70%,与先进的医疗设备相比,差距很小。可以更好地满足用户需求,提高可穿戴设备的测量精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scoop blood pressure analysis based on Blackman window
This paper designs a spoon-type blood pressure analysis algorithm based on Blackman window, which is suitable for blood pressure measurement of wearable devices, and can be used to more accurately judge the blood pressure changes of the user in a day, to facilitate the analysis of the user’s blood pressure. Compared with the traditional and widely used rectangular window, the sidelobe attenuation of the Blackman window can be increased by 77.193%, reducing the frequency spectrum leakage, and making the analysis of the blood pressure waveform more accurate. Compared with the existing research using a wide range of curve fitting methods to fit discrete points to continuous curve output, this paper uses FFT operation to restore discrete time domain points to continuous time domain curves, and the fitting is accurate. The rate can be as high as 70%, and the gap is small compared with sophisticated medical equipment. It can better meet user needs and improve the measurement accuracy of wearable devices.
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