The purpose of this study was to examine acute exercise-induced changes on muscle power output and
surface electromyography (sEMG) parameters (amplitude and spectral indices of muscle fatigue) during
a dynamic fatiguing protocol. Fifteen trained subjects performed five sets consisting of 10 leg presses
(10RM), with 2 min rest between sets. Surface electromyography was recorded from vastus medialis
(VM) and lateralis (VL) and biceps femoris (BF) muscles. A number of EMG-based parameters were compared
for estimation accuracy and sensitivity to detect peripheral muscle fatigue. These were: Mean Average
Voltage, median spectral frequency, Dimitrov spectral index of muscle fatigue (FInsm5), as well as other
parameters obtained from a time–frequency analysis (Choi–Williams distributions) such as mean and variance
of the instantaneous frequency and frequency variance. The log FInsm5 as a single parameter predictor
accounted for 37% of the performance variance of changes in muscle power and the log FInsm5 and MFM as a
two factor combination predictor accounted for 44%. Peripheral impairments assessed by sEMG spectral
index FInsm5 may be a relevant factor involved in the loss of power output after dynamic high-loading
fatiguing task.