Robust Bayesian Filtering and Smoothing Using Student's t Distribution

Michael Roth, Tohid Ardeshiri, Emre Özkan +1

State estimation in heavy-tailed process and measurement noise is an important challenge that must be addressed in, e.g., tracking scenarios with agile targets and outlier-corrupte…