Table 2.
Explanation of features extracted from the HRCA signals
| Domain | Signal feature | Significance |
|---|---|---|
| Time | Standard deviation | Reflects the signal variance around its mean value |
| Skewness | Describes the asymmetry of amplitude distribution around mean | |
| Kurtosis | Describes the peakness of the distribution relative to normal distribution | |
| Information-theoretic | Lempel–Ziv Complexity | Describes the randomness of the signal |
| Entropy rate | Evaluates the degree of regularity of the signal distribution | |
| Frequency | Peak frequency (Hz) | Describes the frequency of maximum power |
| Spectral centroid (Hz) | Evaluates the median of the spectrum of the signal | |
| Bandwidth (Hz) | Describes the range of frequencies of the signal | |
| Time–frequency | Wavelet entropy | Evaluates disorderly behavior for non-stationary signal |