A total of 480 datasets were collected from 30 different subjects using a wireless BSN node [9] equipped with a tri axial accelerometer and a tri-axial magnetometer. Each dataset consists of the sensory signals collected from both left and right parts of the body while the sensor node is place on shoulder and wrist.