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In this paper, we have applied the support vector machine (SVM) in the fetal ECG extraction. The fetal ECG is obtained by subtracting the estimated maternal ECG from the abdominal signal. We evaluate the performance of three types of kernel function in the SVM: linear kernel, polynomial kernel and RBF kernel. The visual quality of the extracted fetal ECG shows that linear kernel fails to suppress...
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