TABLE 1.

Comparison of the proposed feature extraction with the latest SOTA.

Source	Features	Accuracy (%)
Bennasar et al. (2022)	Mean, standard deviation, root mean square, autocorrelation, permutation entropy, etc.	76
Tian et al. (2019)	Mean, variance, skewness, kurtosis, signal magnitude area, minimum/maximum, interquartile range, etc.	83
Muaaz et al. (2023)	Mean, variance, skewness, kurtosis, entropy, total energy, slope, etc.	88
Proposed	Skewness, kurtosis, phase angle, linear prediction, auto-regression etc.	96