Before revision: In the general non-gaussian case, which may involve counting processes, the Kalman filter needs to be replaced by an nonlinear filter.
After revision: In the general non-Gaussian case, which may involve counting processes, the Kalman filter needs to be replaced by an nonlinear filter.