ESTIMATION OF SIGNAL PARAMETERS IN EXOGENOUS PROCESS MODELS

Abstract

This paper gives a survey of the methods which can be used to determine the parameters of certain exogenous process models. The least squares estimation method is described explicitly and properties of the estimator are mentioned from the view of digital filter theory. It is further shown how the dynamic properties of time invariant linear systems can be improved by the use of the described estimation procedure.