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The use of simple FIR filters for filtering of ECG signals and a new method for post-filter signal reconstruction

机译:使用简单的FIR滤波器对ECG信号进行滤波以及一种用于后滤波信号重构的新方法

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Discusses new methods for ECG filtering and a novel approach to post-filter reconstruction. Oversampling (5 kHz sampling rate), which allows good results to be obtained, is used. Simple IT-shaped (time-domain) FIR filters were employed. A novel method for post-filter signal reconstruction was developed. Samples of real and artificial ECG signals enhanced with artificial noise (white and/or network noise, 10% in amplitude) were tested. For each filtering, there followed a matching reconstruction, and the outcome was compared to the original signal. The results achieved are: (a) the errors were less than 0.6%; (b) the peak-nature of the ECG signals-the reconstructed peaks were very close to the original ones; (c) the amplitude-after reconstruction the outcoming amplitudes were very close to the originals.
机译:讨论了心电图过滤的新方法和后过滤器重构的新方法。使用过采样(5 kHz采样率),可以得到良好的结果。使用了简单的IT形(时域)FIR滤波器。开发了一种用于后置滤波器信号重构的新方法。测试了由人工噪声(白噪声和/或网络噪声,幅度为10%)增强的真实和人工ECG信号的样本。对于每个滤波,都进行匹配的重构,并将结果与​​原始信号进行比较。获得的结果是:(a)误差小于0.6%; (b)ECG信号的峰值性质-重建的峰值非常接近原始峰值; (c)振幅-重建后的输出振幅非常接近原始振幅。

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