Lightweight Neural Network for Sleep Posture Classification Using Pressure Sensing Mat at Various Sensor Densities

Abstract:

Recently, pressure-sensing mats have been widely used to capture static and dynamic pressure over sleep for posture recognition. Both a full-size mat with a low-density sensing array for figuring out the structure of the whole body and a miniature scale mat with a high-density sensing array for identifying the local …