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This work represents ongoing investigation of muscle fatigue assessment during voluntary cyclic contractions by means of a continuous wavelet transform (CWT). A change in the power spectrum median frequency (MDF). A change in scalogram, has been chosen as muscle fatigue indicator. The results show that moving average (MA) filter is not suitable for filtering of MDF obtained from scalogram.