Determination of optimum threshold values for EMG time domain features; a multi-dataset investigation.

Objective: For over two decades, Hudgins' set of time domain features have extensively been applied for classification of hand motions. The calculation of slope sign change and zero crossing features uses a threshold to attenuate the effect of background noise. However, there is no consensus on the optimum threshold value.