2025
Time-Frequency Based Feature Extraction For Automated Classification Of Bed Occupancy Using Accelerometer Data
ICASSP 2025accepted
The accurate detection of bed occupancy is crucial in healthcare applications. In this study, we apply time-frequency analysis using Wavelet decomposition to analyze 3-axis accelerometer data and predict bed occupancy. We tested various wavelet filters, decomposition levels, and segment sizes to ide…