Flexible Analytic Wavelet Transform Based Features for Physical Action Identification Using sEMG Signals

ConclusionThis paper investigates the usage of the FAWT and ELM on sEMG signal classification. The results show that the proposed method is quite efficient in classification of the sEMG signals. It is also observed that the seventh sub-band of the FAWT provides the best discrimination property. In the future works, recent wavelet transform methods will be used for improving the classification performance.Graphical abstract
Source: IRBM - Category: Biomedical Engineering Source Type: research