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Power-line Interference Removal from High Sampled ECG Signals Using Modified Version of the Subtraction Procedure

机译:使用修改版本的减法过程从高采样的ECG信号中除去电力干扰

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摘要

The acquired ECG signals are often contaminated by residual Power-line Interference (PLI). A lot of methods, algorithms and techniques for PLI reduction have been published over the last few decades. The so called subtraction procedure is known to eliminate almost totally the interference without affecting the signal spectrum. The goal of our research was to develop a heuristic version of the procedure intended for ECG signals with high Sampling Rate (SR) up to 128 kHz. The PLI is extracted from the corrupted signal by technique similar to second order band-pass filter but with practically zero phase error. The sample number as well as the left and right parts outside the samples belonging to a current sine wave, which is extracted from the contaminated signal, are counted and measured. They are used to compensate the error arising with the shift between the moving averaged free of PLI signal samples and their real position along the linear segments (usually PQ and TP intervals having frequency band near to zero). The here calculated PLI components are appropriately interpolated to ‘clean’ the dynamically changed in amplitude and position contaminated samples within the non-linear segments (QRS complexes and high T waves). The reported version of the subtraction procedure is tested with 5 and 128 kHz sampled ECG signals. The maximum absolute error is about 20 μV except for the ends of the recordings. Finally, an approach to PLI elimination from paced ECG signals is proposed. It includes pace pulse extraction, signal re-sampling down to 4 kHz and subtraction procedure implementation followed by adding back the removed pace pulses.
机译:所获得的ECG信号通常被残留的电力线干扰(PLI)污染。在过去的几十年中发表了许多方法,算法和PLI减少的技术。已知所谓的减法过程是为了在不影响信号频谱的情况下消除几乎完全的干扰。我们研究的目标是开发一种启发式版本,用于ECG信号,具有高的采样率(SR),高达128 kHz。通过类似于二阶带通滤波器的技术从损坏的信号中提取PLI,但是具有实际零相位误差。计算和测量样品数以及属于当前正弦波的样本外部的样品数以及从污染信号中提取的样品。它们用于补偿由于沿线性段的移动平均的移动平均的移动和它们的实际位置之间的偏移而产生的误差(通常是靠近零的频带的PQ和TP间隔)。这里计算的PLI组分适当地插值为“清洁”在非线性段内的幅度和位置污染的样本中的动态变化(QRS复合物和高T波)。报告的减法程序的版本用5和128 kHz采样的ECG信号进行测试。除了记录的末端,最大绝对误差约为20μV。最后,提出了一种从PLI消除PLI的PLI消除。它包括步伐脉冲提取,信号重新采样到4 kHz和减法过程实现,然后加入移除的速度脉冲。

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