Rejection of the maternal electrocardiogram in the electrohysterogram signal.
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.
Leman
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Department of Biomedical Engineering, UMR CNRS 6600, Compiègne University of Technology (UTC), France.
Marque
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C
D000465:Algorithms; D001698:Biomedical Engineering; D004562:Electrocardiography / Q000706:statistics & numerical data*; D005260:Female; D006801:Humans; D011247:Pregnancy; D012815:Signal Processing, Computer-Assisted; D018590:Uterine Monitoring / Q000706:statistics & numerical data*