Report of Algorithm in FOG Detection and Prediction

This brief report is to research the feasibility of algorithms in prediction and detection in the freezing gait of <b>Parkinson's Disease (PD)</b>. Furthermore, this report provides technological proof for the potential integration with a soft pneumatic exoskeleton. This report is based on the public dataset Daphnet FOG. This report examined two ways to achieve the goal: one is the mathematical calculation based on the original work by Bächlin et al., and the <b>second is the use of the LSTM model to predict the FOG.</b>