Kalman Filtering with Gaussian Processes Measurement Noise

Vince Kurtz, Hai Lin

Real-world measurement noise in applications like robotics is often correlated in time, but we typically assume i.i.d. Gaussian noise for filtering. We propose general Gaussian Pro…