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. 2017 Jan 30;17(2):273. doi: 10.3390/s17020273

Table 2.

List of extracted features.

Domain Features Expression
Statistical RMS zrms=1ni=1nzi2
Variance zvar=1ni=1n(ziz¯)2
Maximum zmax=max(z)
Skewness zskew=E[(zμσ)3]
Kurtosis zkurt=E[(zμσ)4]
Peak-to-Peak zpp=max(z)min(z)
Frequency Spectral Skewness fskew=i=1k(fif¯σ)3S(fi)
Spectral Kurtosis fkurt=i=1k(fif¯σ)4S(fi)
Time-Frequency Wavelet Energy EWT=i=1Nwtϕ2(i)/N