Fall Detection Algorithm Based on Inertial Sensor and Hierarchical Decision - Zheng, Liang; Zhao, Jie; Dong, Fangjie; Huang, Zhiyong; Zhong, Daidi (Sensors (Basel, Switzerland), 2022)
Keywords: Accuracy; Aged; Aging; Algorithms; Analysis; Behavior; Classification; Datasets; Decision making; fall detection; feature dimensionality reduction; Global positioning systems; GPS; Humans; Machine learning; Methods; Monitoring, Ambulatory - methods; Neural networks; Older people; Sensors; Support vector machines; Wearable computers; XGBoost; China; XGBoost; fall detection; feature dimensionality reduction