带模拟输出的开源合成光敏血压信号发生器。

IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Alessandro Gentilin
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引用次数: 0

摘要

手指的光电血压计(PPG)信号正被用于制造估计生理变量的嵌入式设备。本项目概述了开发合成 PPG 发生器的创新方法,该发生器可利用开源技术生成实际参考数字信号及其等效模拟信号。使用三个不同的高斯函数合成一系列 PPG 曲线。然后加入由呼吸频率和背景噪声引起的低频趋势。为了在指定的边界和可定制的干扰水平范围内生成各种连续可变的 PPG 曲线,所有参数都会根据用户定义的约束条件逐周期发生随机波动。然后,通过使用 RC 滤波器将生成的信号转换为等效的模拟形式,该滤波器对直接由生成信号调制的脉宽调制方波进行低频过滤。软件可返回不同的 PPG 曲线,并对加入不同强度调制的呼吸趋势和背景噪声前后的信号进行比较。数字信号被忠实地转换成等效的模拟电压信号,不仅能再现波形轮廓,还能再现呼吸趋势和不同程度的噪声。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Open-source synthetic photoplethysmographic signal generator with analog output.

The photoplethysmographic (PPG) signal of the finger is being used to create embedded devices that estimate physiological variables. This project outlines an innovative method for developing a synthetic PPG generator that produces both actual reference digital signals and their equivalent analog signals using open-source technology. A series of PPG profiles is synthesized using three variant Gaussian functions. A low-frequency trend induced by respiratory frequency and background noise are then added. To generate a diverse range of continuously variable PPG profiles within specified boundaries and customizable levels of interference, all parameters undergo random fluctuations on a cycle-by-cycle basis, as per user-defined constraints. The generated signal is then converted into its equivalent analog form through the use of an RC filter that low-frequency filters a Pulse-Width Modulation square wave that is modulated directly by the generated signal. The software returns different PPG profiles and allows the signal comparison before vs after the addition of different-intensity modulated respiratory trends and background noise. The digital signal is faithfully converted into an equivalent analog voltage signal capable of reproducing not only the waveform profile but also the respiratory trend and various levels of noise.

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来源期刊
CiteScore
3.60
自引率
5.60%
发文量
122
审稿时长
6 months
期刊介绍: The Journal of Engineering in Medicine is an interdisciplinary journal encompassing all aspects of engineering in medicine. The Journal is a vital tool for maintaining an understanding of the newest techniques and research in medical engineering.
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