Advanced approaches are needed for the detection, decomposition, and classification of EMG data obtained from muscles. This study evaluates three popular decomposition techniques, Discrete Wavelet Transform (DWT), Empirical Mode Decomposition (EMD), and Variational Mode Decomposition (VMD), in order to determine which one offers superior accuracy. This paper uses the dataset of physical actions (H...Show More