Adaptive Error Covariances Estimation Methods for Ensemble Kalman Filters

Yicun Zhen, John Harlim

This paper presents a computationally fast algorithm for estimating, both, the system and observation noise covariances of nonlinear dynamics, that can be used in an ensemble Kalma…