一种超宽带心率检测系统的仿真框架

M. Baboli, A. Sharafi, A. Ahmadian, S. Karimifard
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引用次数: 4

摘要

超宽带(UWB)信号以其具有窄脉冲宽度的特殊优点而受到人们的青睐,这使得超宽带信号适合于生命信号的遥感。在这项工作中,提出了一个MATLAB框架,它模拟了一个环境,在这个环境中,可以在模拟信道的不同位置观察和评估UWB信号,用于无线测量心率。仿真系统的主要部分包括UWB信号发生器、发射机和接收机、包含人体的信道模型。该系统能够评估通道层厚度和心脏运动参数等不同参数对心率测量精度的影响。本工作的主要特点之一是采用用户自定义任意衰减参数的五层通道模型来模拟人体。在实验中,我们计算了在现有的所有多径下,在不同厚度的每一层中以4GHz为中心的高斯单环脉冲的传输衰减。此外,研究了接收器灵敏度和三种类型的不规则性对测量心率准确性的影响。
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A framework for simulation of UWB system for heart rate detection
Ultra-Wide Band (UWB) signals have become attractive for their particular advantage of having narrow pulse width which makes them suitable for remote sensing of vital signals. In this work, a MATLAB framework is presented which simulates an environment whereby the UWB signals can be observed and evaluated at different locations of the simulated channel for wireless measurement of heart rate. Main parts of the simulated system include UWB signal generator, transmitter and receiver, channel model which contains human body. The proposed system enables us to evaluate the effect of different parameters, such as thickness of channel layers and heart motion parameters on the accuracy of heart rate measurement. One of the main features of this work is employing a five layers channel model with arbitrary attenuation parameters defined by user for simulation of human body. In our experiments attenuation of transmitted Gaussian monocycle pulse centered at 4GHz frequency in each layer with different thickness for all existing multipath are calculated. Moreover, the effects of receiver sensitivity and three types of irregularities in the accuracy of measured heart rates are investigated.
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