As part of a navigation and object tracking course at the University of Alabama and for educational purposes, I developed a loosely coupled GNSS/INS navigation system. This system employed an error state extended Kalman filter. Using published small UAV sensor data, the filter successfully estimated the navigation state. The analytical estimated track is shown on the right.
