A tutorial on particle filters for online nonlinear/non
... All the distributions are then described by their means and covariances, and the algorithm remains unaltered, but are not constrained to be Gaussian. Assuming the means and covariances
to be unbiased and consistent, the filter then optimally derives
the mean and covariance of the posterior. However, ...