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子宫电图信号中母体心电图的抑制

Rejection of the maternal electrocardiogram in the electrohysterogram signal.

作者信息

Leman H, Marque C

机构信息

Department of Biomedical Engineering, UMR CNRS 6600, Compiègne University of Technology (UTC), France.

出版信息

IEEE Trans Biomed Eng. 2000 Aug;47(8):1010-7. doi: 10.1109/10.855927.

Abstract

The electrohysterogram (EHG) signal is mainly corrupted by the mother's electrocardiogram (ECG), which remains present despite analog filtering during acquisition. Wavelets are a powerful denoising tool and have already proved their efficiency on the EHG. In this paper, we propose a new method that employs the redundant wavelet packet transform. We first study wavelet packet coefficient histograms and propose an algorithm to automatically detect the histogram mode number. Using a new criterion, we compute a best basis adapted to the denoising. After EHG wavelet packet coefficient thresholding in the selected basis, the inverse transform is applied. The ECG seems to be very efficiently removed.

摘要

子宫电图(EHG)信号主要受到母亲心电图(ECG)的干扰,尽管在采集过程中进行了模拟滤波,但心电图仍然存在。小波是一种强大的去噪工具,并且已经在EHG上证明了其有效性。在本文中,我们提出了一种采用冗余小波包变换的新方法。我们首先研究小波包系数直方图,并提出一种自动检测直方图模式数量的算法。使用一个新的准则,我们计算出适合去噪的最佳基。在所选基中对EHG小波包系数进行阈值处理后,应用逆变换。心电图似乎被非常有效地去除了。

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