Ensemble-localized Kernel Density Estimation with Applications to the Ensemble Gaussian Mixture Filter

Andrey A. Popov, Enrico M. Zucchelli, Renato Zanetti

The ensemble Gaussian mixture filter (EnGMF) is a non-linear filter suited to data assimilation of highly non-Gaussian and non-linear models that has practical utility in the case…