Outlier-Insensitive Kalman Filtering Using NUV Priors

Shunit Truzman, Guy Revach, Nir Shlezinger +1

The Kalman filter (KF) is a widely-used algorithm for tracking the latent state of a dynamical system from noisy observations. For systems that are well-described by linear Gaussia…