Feature Type | Feature Name |
Time-Domain, Frequency-Domain, and Statistic | Hjorth activity |
Hjorth mobility | |
PSD of theta band | |
Mean PSD of delta band | |
Mean PSD of theta band | |
Mean PSD of alpha band | |
Mean PSD of beta band | |
Mean PSD of low-gamma band | |
Mean amplitude | |
Signal amplitude variation | |
Kurtosis | |
Skewness | |
WVT-based features | Mean power of each coefficient array |
Entropy of each wavelet coefficient array | |
EMD-based features | Entropy of each IMF |
Mean envelope amplitude of each IMF | |
Variation of instantaneous frequency’s | |
first derivative |