Machine Learning-Based Pre-impact Fall Detection and Injury Prevention for the Elderly with Wearable Inertial Sensors.
Xiaoqun YuJaehyuk JangShuping XiongPublished in: AHFE (15) (2021)
Keyphrases
- fall detection
- inertial sensors
- machine learning
- sensor fusion
- multi camera
- position and orientation
- detection algorithm
- fuzzy inference
- calibration method
- motion tracking
- motion sequences
- indoor environments
- learning algorithm
- behavior recognition
- multiscale
- multi sensor
- extended kalman filter
- video sequences
- motion detection
- mobile robot
- multiresolution
- computer vision
- artificial neural networks