Method for identifying linear dynamic systems

In this correspondence we consider parameter estimation from output observations of a rational pulse transfer function model excited by Gaussian input. The method proposed here is to compute only a few sample covariances and then estimate the parameter by a two-stage process. Algorithms are described and simulation results verify the efficacy of the method.