Brandon Jones

Unsupervised Anomaly Detection for Self-flying Delivery Drones

We propose a novel anomaly detection framework for a fleet of hybrid aerial vehicles executing high-speed package pickup and delivery missions. The detection is based on machine learning models of normal flight profiles, trained on millions of flight log measurements of control inputs and sensor rea…