From: Observing the unwatchable through acceleration logging of animal behavior
Summary statistic | Representative source(s) | |
---|---|---|
Mean | ||
Running mean for continuous data | ||
Minimum, Maximum, Range | ||
Variance | ||
Standard deviation | ||
Inverse coefficient of variation | ||
Resultant | ||
Overall dynamic body acceleration | ||
Vector dynamic body acceleration | [112] | |
Subsequent-measurement autocorrelation | [62] | |
Trend (linear regression coefficient through axis data) | ||
Pair-wise correlations between axes data | ||
Inclination, azimuth of resultant and their circular variances | ||
Frequency power spectrum | Fast Fourier transformation | |
Continuous wavelet transformation | [164] | |
Δ acceleration | [20] | |
Δ frequency | ||
Waveform frequency | ||
Waveform period and amplitude | ||
Area under the waveform curve | [163] | |
Skewness and kurtosis of the waveform | [165] | |
Signal magnitude area | [166] | |
Waveform length | ||
Waveform inheritance |