System Based on Artificial Intelligence Edge Computing for Detecting Bedside Falls and Sleep Posture

Development of artificial intelligence edge computing based wearable device for fall detection and prevention of elderly people

“…To meet the computational demands of deep learning models, the integration of edge computing devices gives a promising solution. With the help of edge computing, the wearable sensor-based fall detection can achieve enhanced efficiency and responsiveness [ [25] , [26] , [27] , [28] , [29] , [30] ]. These devices can pre-process sensor data, extract relevant features, and even execute lightweight versions of deep learning models locally in the wearable sensors or at a nearby server.…”