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Introduction In this paper, the nine directions are classified using the maximum likelihood estimation (MLE) based on electromyogram (EMG) obtained from both forearm. The authors compared the EMG features to confirm classification accuracy of nine directions. Methods Fifteen subjects participated in the experiment, were asked to act three types of motions for each forearm. The motions of left wrist...