In order to extract the feature of signal and eliminate the noise in central wave, based on wavelet analysis, we apply global statistics method to the wavelet series of biological signal. The method to filter the signal was presented after the wave decomposition to biological signal. Thus the recognition and extraction of human EMG-signal mixed with random noise and ECG-signal was achieved. Finally, relevance analysis was made to the results, which test the feasibility of this method of recognition and extraction.
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