Nocturnal Seizure Detection and Prediction in Epileptic Patients Using Radio Signals

In this project, we will augment the Emerald WiFi-like device with new machine learning models to detect epilepsy seizures simply by analyzing the surrounding wireless signals. We will also use the Emerald device to monitor the relationship between seizures and the patient’s vital signs and sleep stages. We will further study the feasibility of predicting seizures before they occur.