Physics Sensor Based Deep Learning Fall Detection System

arXiv:2403.06994v1 Announce Type: cross
Abstract: Fall detection based on embedded sensor is a practical and popular research direction in recent years. In terms of a specific application: fall detection methods based upon physics sensors such as [gyroscope and accelerator] have been exploited using traditional hand crafted features and feed them in machine learning models like Markov chain or just threshold based classification methods. In this paper, we build a complete system named TSFallDetect including data receiving device based on embedded …

abstract accelerator application arxiv cs.ai cs.lg deep learning detection detection methods eess.sp embedded features machine physics popular practical research sensor sensors terms them type