To counter the applied request of electromyography prosthesis and the characteristics of EMG signal, a method of EMG pattern recognition based on Bayes' criterion is presented. Two constraints of probability and time domain parameters are given to reduce the error rate of the prosthetic action. From the experiment to real EMG signals, this method is proved to be applicable to the control of EMG prosthesis.
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