On the Identification of Linear Time-Invariant Systems from Input-Output Data

Abstract

This paper presents a new method for computing the parameters which determine the differential equations governing a linear time-invariant system with multiple inputs and outputs. Unlike earlier approaches the method presented does not involve computation of the impulse response. One of the main advantages of this method is its easy generalization to the case when the given data is contaminated with noise.