Structure of dataset
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chestData = [ch_accel_x, ch_accel_y, ch_accel_z, ch_gyro_x, ch_gyro_y, ch_gyro_z];

thighData = [th_accel_x, th_accel_y, th_accel_z, th_gyro_x, th_gyro_y, th_gyro_z];

allData = [chestData, thighData, annotation_1, annotation_2];

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ch_accel_x = Chest accelerometer data x-axis
ch_accel_y = Chest accelerometer data y-axis
ch_accel_z = Chest accelerometer data z-axis
ch_gyro_x = Chest gyroscope data x-axis
ch_gyro_y = Chest gyroscope data y-axis
ch_gyro_z = Chest gyroscope data z-axis
ch_accel_vector_mag = Chest accelerometer vector magnitude (x, y, z axis)
ch_gyro_vector_mag = Chest gyroscope vector magnitude (x, y, z axis)
th_accel_x = Thigh accelerometer data x-axis
th_accel_y = Thigh accelerometer data y-axis
th_accel_z = Thigh accelerometer data z-axis
th_gyro_x = Thigh gyroscope data x-axis
th_gyro_y = Thigh gyroscope data y-axis
th_gyro_z = Thigh gyroscope data z-axis
th_accel_vector_mag = Thigh accelerometer vector magnitude (x, y, z axis)
th_gyro_vector_mag = Thigh gyroscope vector magnitude (x, y, z axis)
annotation_1 = Annotation 1
annotation_2 = Annotation 2 

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Annotation 1
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Falls = 1

Near falls = 2

Activities fo Daily Living (ADL) = 0


Annotation 2 (annoates every activities)
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Unspecified activities (transition from one posture to another) = 0

Standing = 1

Fall forward = 2

Lying = 3

Sitting on a bed = 4

Sitting on a chair = 5

Fall backward = 6

Near fall = 7

Walking = 8

Crouching = 9

Fall right = 10

Fall left = 11

Real fall forward = 12

Real fall backward = 13

Ascending and Descending a staircase = 15

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Subjects' profile file provides the profile of the subjects used in the experiments



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The video folder contains videos of 5 experiments (subjects) who gave us the permission to publish their videos