Abstract:
A mathematical derivation for the mean frequency of a myoelectric signal (MES) is
provided based on an amplitude modulation model for non-stationary MES. With this
derivation, it is shown that mean frequency estimates of stationary and non-stationary
myoelectric signals theoretically are not significantly different in a physiologically
practical context. While this prediction is confirmed via a computer simulation, it
is refuted with empirical evidence. Regardless, it is shown in a final study that
mean frequency is capable of tracking a downward shift in the power spectrum with
fatigue even in non-stationary myoelectric signals.
Keywords:
Myoelectric Signal - Non-stationary - Fatigue