A deep convolutional neural network-xgb for direction and severity aware fall detection and activity recognition

AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby - Sensors, 2022 - mdpi.com
Activity and Fall detection have been a topic of keen interest in the field of ambient assisted
living system research. Such systems make use of different sensing mechanisms to monitor …

A hierarchical approach to activity recognition and fall detection using wavelets and adaptive pooling

AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby - Sensors, 2021 - mdpi.com
Human activity recognition has been a key study topic in the development of cyber physical
systems and assisted living applications. In particular, inertial sensor based systems have …

Fall direction detection in motion state based on the FMCW radar

L Ma, X Li, G Liu, Y Cai - Sensors, 2023 - mdpi.com
Accurately detecting falls and providing clear directions for the fall can greatly assist medical
staff in promptly develo** rescue plans and reducing secondary injuries during …