An Analysis of Segmentation Approaches and Window Sizes in Wearable-based Critical Fall Detection Systems with Machine Learning Models

Publication Year: 2019

Journal: IEEE

Author(s): Liu; Hsieh; Huang; Hsu; Chan

Source: https://doi.org/10.1109/JSEN.2019.2955141

Indication:

Therapeutic Area: Engineering

Keywords: Fall detection; Data segmentation; Sliding windows; Impact-defined windwos; Window sizes; Machine learning; Wearable Sensors