Identification of errors-in-variables models with Faurre type realization algorithms

Abstract

Identification of multiple input output discrete time linear dynamic systems operating in open or closed loop are considered in the time invariant case. Two methods have been used for such a purpose: the recursive prediction error method on the input-output data and the successive Gram-Schmidt orthogonalization of the spectral density function of the joint input-output variable.