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. 2021 May 15;21(10):3451. doi: 10.3390/s21103451

Table 2.

Features extracted for each body location. Features were extracted from acceleration and angular velocities of eight body segments (top) and from the angles of six joints (bottom). Additionally, shock attenuations were computed between the left tibia and pelvis, and between the right tibia and pelvis.

Body Segments
Left Foot Right Foot Left Tibia Right Tibia Left Hip Right Hip Pelvis Sternum
Biomechanical features
Peak acceleration Peak acceleration Peak acceleration Peak acceleration Peak acceleration Peak acceleration Peak acceleration Peak acceleration
Peak ang. Vel 1 Peak ang. vel Peak ang. vel Peak ang. vel Peak ang. vel Peak ang. vel Peak ang. vel Peak ang. vel
Shock attenuation (with pelvis) Shock attenuation (with pelvis)
Statistical features
Mean acceleration Mean acceleration Mean acceleration Mean acceleration Mean acceleration Mean acceleration Mean acceleration Mean acceleration
STD acceleration STD acceleration STD acceleration STD acceleration STD acceleration STD acceleration STD acceleration STD acceleration
IQR acceleration IQR acceleration IQR acceleration IQR acceleration IQR acceleration IQR acceleration IQR acceleration IQR acceleration
Skew. acceleration Skew. acceleration Skew. acceleration Skew. acceleration Skew. acceleration Skew. acceleration Skew. acceleration Skew. acceleration
Kurt. acceleration Kurt. acceleration Kurt. acceleration Kurt. acceleration Kurt. acceleration Kurt. acceleration Kurt. acceleration Kurt. acceleration
Mean ang. vel. Mean ang. vel. Mean ang. vel. Mean ang. vel. Mean ang. vel. Mean ang. vel. Mean ang. vel. Mean ang. vel.
STD ang. vel. STD ang. vel. STD ang. vel. STD ang. vel. STD ang. vel. STD ang. vel. STD ang. vel. STD ang. vel.
IQR ang. vel. IQR ang. vel. IQR ang. vel. IQR ang. vel. IQR ang. vel. IQR ang. vel. IQR ang. vel. IQR ang. vel.
Skew. ang. vel. Skew. ang. vel. Skew. ang. vel. Skew. ang. vel. Skew. ang. vel. Skew. ang. vel. Skew. ang. vel. Skew. ang. vel.
Kurt. ang. vel. Kurt. ang. vel. Kurt. ang. vel. Kurt. ang. vel. Kurt. ang. vel. Kurt. ang. vel. Kurt. ang. vel. Kurt. ang. vel.
Joint angles
Left ankle Right ankle Left knee Right knee Left hip Right hip
Biomechanical features
IC 1 (peak) IC (peak) IC (peak) IC (peak) IC (peak) IC (peak)
Mid Stance (peak) Mid Stance (peak) Mid Stance (peak) Mid Stance (peak) Toe off (peak) Toe off (peak)
Toe off (peak) Toe off (peak) Toe off (peak) Toe off (peak) Mid Swing (peak) Mid Swing (peak)
Left-right difference Mid Swing (peak) Mid Swing (peak) Left-right difference
End Swing (peak) End Swing (peak)
Left-right difference
Statistical features
Mean Mean Mean Mean Mean Mean
STD STD STD STD STD STD
IQR IQR IQR IQR IQR IQR
Skewness Skewness Skewness Skewness Skewness Skewness
Kurtosis Kurtosis Kurtosis Kurtosis Kurtosis Kurtosis

1 ang. vel. = pitch angular velocity; IQR = inter-quartile range; STD = standard deviation; Skew = skewness; Kurt = kurtosis; IC = initial contact.