Analysis of Sleep Position Recognition Based on ResNet
This paper expounds the design of a sleeping posture detection system that combines a pressure sensor with an air spring mattress to enable intelligent mattresses to have high accuracy in sleeping posture recognition.It uses the relative change rate of air spring pressure as the user sleeping posture dataset and proposes a ResNet18 sleeping posture recognition model.