In [7], the authors used an accelerometer, a magnetometer, a gyroscope, linear acceleration, and the gravity in combination. Though this combination performed slightly better than the accelerometer alone, the paper does not discuss the role of these individual sensors.
Activity logging using lightweight classification techniques in mobile
devices.