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Segmentation of exercises. (a) Raw signal from one Z-axis gyroscope from Sensor 1 on the back of the hand (); (b) the envelope of the previous signal calculated using the transform Gilbert (green). The exercise detection signal (in blue), which is basically the output of a comparator, with values of 100% when > threshold (exercise is detected) and 0% when < threshold (rest periods).
