Table 3 Labels and explanations of parameters extracted from accelerometer data and used in RF models predicting puma behavioral classification [12,13]
Parameter | Label | Definition |
|---|---|---|
Axes | X, Y, Z | X, Y, Z axes |
Magnitude | M | Square root of the sums of squares of the acceleration in the X, Y and Z axes |
Dynamic body acceleration (in g) | ODBA X, ODBA Y, ODBA Z, | Mean of dynamic acceleration value along X, Y, and Z axes |
Overall dynamic body acceleration | ODBA | Sum of ODBA X, ODBA Y, ODBA Z |
Dominant power spectrum | Amp X, Amp Y, Amp Z, Amp M | Amplitude of dominant frequency |
Dominant frequency (Hz) | DFX, DFY, DFZ, DFM | Frequency at dominant power spectrum |
Standard Deviation of dynamic body acceleration and magnitude | SDX, SDY, SDZ, SDM | Standard Deviation of dynamic acceleration and magnitude in window |