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

• Main Authors: Shaonan Wu (Author), Haikang Diao (Author), Yi Feng (Author), Yiyuan Zhang (Author), Hongyu Chen (Author), Yasemin M. Akay (Author), Metin Akay (Author), Chen Chen (Author), Wei Chen (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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 iden...