Influence of Different Feature Selection Methods on EMG Pattern Recognition

Feature extraction is an important method in electromyography (EMG) pattern recognition. High-dimensional EMG features vector lead to redundancy of features. Redundancy of features results in a decrease in classification accuracy of EMG pattern recognition and an increase in computation time for classifier to classify the pattern of EMG signal. Many researchers used feature selection method to decrease the redundancy of features. Sequential...