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. 2021 Jan 4;21(1):291. doi: 10.3390/s21010291

Table 3.

Summary of the data representations used in the tremor detector.

Data Representation Number of Features Description of the Features
FFT 64 Symmetric part of FFT obtained from the Euclidean Norm.
MFCCs [49,56] 36 (12 × 3 channels) Mel frequency cepstral coefficients adapted toinertial signals.
Hssayeni et al. [15] 39 Power in bands (4–6 Hz and 0.5–15 Hz), autocorrelation features, spectral entropy, first and second dominant frequencies and magnitudes, cross-correlations between pairs of the axis.
Mahadevan et al. [55] 64 (8 × 8 preprocessed signals) RMS, signal range, signal entropy, dominant frequency and magnitude, the ratio of the dominant frequency band to total energy, spectral flatness, spectral entropy.
Raw signal 384 (128 × 3 channels) The raw triaxial signal obtained for the accelerometer.