Comparison of various methods for estimating the parameters characterizing noise in discrete time dynamical systems

In this paper we consider various methods for estimating the parameters characterizing process noise in a discrete time dynamical system.The comparison is based on the following factors—storage requirements, numerical computation and statistical efficiency of the estimates. Simulation results are given for a simple model.