Variational Bayesian Adaptation of Noise Covariances in Non-Linear Kalman Filtering

Simo Särkkä Jouni Hartikainen

This paper is considered with joint estimation of state and time-varying noise covariance matrices in non-linear stochastic state space models. We present a variational Bayes and G…