Hrishi Preetham

Time-Frequency Based Feature Extraction For Automated Classification Of Bed Occupancy Using Accelerometer Data

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…