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. 2021 Nov 22;11:22677. doi: 10.1038/s41598-021-02116-2

Table 1.

Percent changes of linear time–frequency parameters against percent changes of peak power output and signal-to-noise ratio.

Muscle groups Amplitude-based parameters Spectral parameters Instantaneous frequency
RMS% MAV% MNF% MDF% IMNF% IMDF%
PFs MG r (R2)  − 0.119**(1.42)  − 0.117**(1.37) 0.078**(0.61) 0.104**(1.08) 0.121**(1.46) 0.122**(1.49)
SNR 6.264 6.781 6.359 6.362 7.453 7.926
LG r (R2)  − 0.094(0.88)  − 0.085*(0.72) 0.148**(2.19) 0.170**(2.89) 0.176**(3.10) 0.177**(3.13)
SNR 5.429 6.096 6.274 7.184 7.174 7.099
KEs VM r (R2)  − 0.215**(4.62)  − 0.167**(2.79) 0.093*(0.86) 0.123**(1.51) 0.227**(5.15) 0.248**(6.15)
SNR 7.763 7.418 5.671 5.235 7.715 8.301
RF r (R2)  − 0.159**(2.53)  − 0.117**(1.37) 0.147**(2.16) 0.233**(5.43) 0.399**(15.92) 0.443**(19.62)
SNR 7.334 7.208 7.878 7.724 8.136 8.341
VL r (R2)  − 0.160**(2.56)  − 0.135**(1.82) 0.054(0.29) 0.121**(1.46) 0.300**(9.00) 0.308**(9.49)
SNR 7.586 7.558 7.593 7.374 7.726 7.727
HEs GM r (R2)  − 0.070(0.49)  − 0.069(0.48) 0.088*(0.77) 0.101*(1.02) 0.130**(1.69) 0.226**(5.11)
SNR 4.438 4.438 4.096 3.991 4.811 4.974
BF r (R2)  − 0.101**(1.02)  − 0.077**(0.59) 0.244**(5.95) 0.301**(9.06) 0.307**(9.42) 0.361**(13.03)
SNR 4.784 4.773 3.971 5.012 4.843 5.115

PFs plantar flexors, KEs knee extensors, HEs hip extensors. MG medial gastrocnemius, LG lateral gastrocnemius, VM vastus medialis, RF rectus femoris, VL vastus lateralis, GM gluteus maximus, BF biceps femoris. r pearson's correlation coefficients, R2 coefficient of determination, SNR signal−to−noise ratio. RMS root mean square, MAV mean absolute value, MNF mean frequency, MDF median frequency, IMNF instantaneous mean frequency, IMDF instantaneous median frequency.

*P < 0.05, **P < 0.01, the correlations were significant.