On system identification of discrete-time systems from noisy impulse response data

Abstract

In this paper we estimate the parameters of a transfer function using output error(OE) identification, employing the Steiglitz-McBride(SM) and Evans-Fischl(EF) methods. The parameter estimates, as well as the frequency response calculated from these estimates, are compared with the results of an alternative algebraic estimation method.