Auxiliary model based least squares identification method for a state space model with a unit time-delay

This paper considers parameter estimation problems for state space systems with time-delay. By means of the property of the shift operator, the state space systems are transformed into the input–output representations and an auxiliary model identification method is presented to estimate the system parameters. Finally, an example is provided to test the effectiveness of the proposed algorithm.