Model error covariance estimation in particle and ensemble Kalman filters using an online expectation-maximization algorithm

Tadeo Javier Cocucci, Manuel Pulido, Magdalena Lucini +1

The performance of ensemble-based data assimilation techniques that estimate the state of a dynamical system from partial observations depends crucially on the prescribed uncertain…