Wasserstein bounds for non-linear Gaussian filters

Toni Karvonen, Simo Särkkä

Most Kalman filters for non-linear systems, such as the unscented Kalman filter, are based on Gaussian approximations. We use Poincaré inequalities to bound the Wasserstein distan…