Table 2.
Table summarizing the back-scattered signal parameters that contributed to LDA.
Type | Group | Number | Feature/Parameter |
---|---|---|---|
Time Domain | Time Domain Statistics | 1 | Mean (M) |
2 | Standard Deviation (SD) | ||
3 | Skewness (Skew) | ||
4 | Kurtosis (Kurt) | ||
5 | Interquartile Range (IQR) | ||
6 | Entropy (E) | ||
Time Domain Histogram | 7 | ||
Frequency Domain | Discrete Cosine Transform (DCT) | 8 … 27 | 1st … 20th Coefficient ( … ) |
28 | Number of coefficients that capture 98% of the original signal () | ||
29 | Total spectrum Area Under Curve (AUC) () | ||
30 | Maximum peak amplitude () | ||
31 | Total spectral power () | ||
Wavelet Packet Decomposition | 32 … 37 | Haar Relative Power 1st … 6th level ( … ) | |
38 … 43 | Db10 Relative Power 1st … 6th level ( … ) |