利用改进的减法方法去除高采样心电信号中的电力线干扰

Q4 Agricultural and Biological Sciences International Journal Bioautomation Pub Date : 2020-06-11 DOI:10.21203/rs.3.rs-33410/v1
I. Dotsinsky, T. Stoyanov, G. Mihov
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引用次数: 2

摘要

采集到的心电信号经常受到残余电力线干扰的污染。在过去的几十年里,已经发表了许多降低PLI的方法、算法和技术。所谓的减法程序是已知的消除几乎完全的干扰而不影响信号频谱。我们的研究目标是开发一种启发式版本的程序,用于高采样率(SR)高达128 kHz的ECG信号。通过类似于二阶带通滤波器的技术从损坏信号中提取PLI,但相位误差几乎为零。对从污染信号中提取的电流正弦波的样本数以及样本外的左右部分进行计数和测量。它们用于补偿PLI信号样本的移动平均值与它们沿着线性段(通常是频带接近于零的PQ和TP间隔)的实际位置之间的移位所产生的误差。这里计算的PLI分量被适当地内插,以“清洁”非线性段(QRS复合物和高T波)中振幅和位置动态变化的污染样本。报告的减法程序的版本与5和128 kHz采样心电信号进行了测试。除记录末端外,最大绝对误差约为20 μV。最后,提出了一种从有节奏心电信号中消除PLI的方法。它包括起搏脉冲提取,信号重采样到4khz和减法程序的实现,然后添加回移除的起搏脉冲。
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Power-line Interference Removal from High Sampled ECG Signals Using Modified Version of the Subtraction Procedure
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.
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来源期刊
International Journal Bioautomation
International Journal Bioautomation Agricultural and Biological Sciences-Food Science
CiteScore
1.10
自引率
0.00%
发文量
22
审稿时长
12 weeks
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