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Estimation of cardiovascular parameters from ECG and PPG signals

机译:根据ECG和PPG信号估算心血管参数

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Most of the blood pressure measuring devices nowadays rely on a common concept of inflatable cuff to the arm which is based on auscultotary or oscillometry principle. These conventional blood pressure meters, based on cuff are considered to be inconvenient for daily monitoring and these are very sensitive to artifacts due to the presence of cuff. By having a cuff, the efficiency of the device will be reduced in terms power consumption, restriction of frequency and also ease of use. This work aimed at designing a noninvasive cuff-less cardiovascular parameters estimation system based on pulse transit time (PTT) technique using wavelets. This article presents a novel algorithm and its real time implementation details for denoising highly non stationary ECG and PPG signals and finding out pulse rate, Total cardiac cycle and Blood pressure using discrete wavelet transform (DWT) in LabVIEW. Since PTT is inversely proportional to blood pressure, important parameters of cardiology i.e. Pulse rate, total cardiac cycle and Blood pressure can be easily measured at a time from ECG and PPG signals that can continuously monitor the health of an individual with a cardiac disorder.
机译:如今,大多数血压测量设备都依赖于基于听诊或示波原理的可充气袖带到手臂的通用概念。这些基于袖带的常规血压计被认为对于日常监测是不方便的,并且由于袖带的存在,它们对伪像非常敏感。通过具有袖带,装置的效率将在功耗,频率限制以及易用性方面降低。这项工作旨在设计基于小波的脉冲传输时间(PTT)技术的无创无袖套心血管参数估计系统。本文介绍了一种新颖的算法及其实时实现细节,用于在LabVIEW中使用离散小波变换(DWT)对高度不稳定的ECG和PPG信号进行去噪并找出脉搏率,总心动周期和血压。由于PTT与血压成反比,因此可以轻松地一次从ECG和PPG信号中测量心脏病的重要参数,即脉搏率,总心动周期和血压,这些信号可以连续监测患有心脏病的个体的健康状况。

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