IEEE Transactions on Automatic Control, Vol.44, No.11, 2145-2149, 1999
Iterative algorithm for parameter identification of Hammerstein systems with two-segment nonlinearities
This paper deals with parameter identification of Hammerstein systems having two-segment polynomial nonlinearities. The application of a simple decomposition technique and using switching sequences provide a special form of a Hammerstein model that is linear-in-parameters. This model is used in an iterative algorithm, enabling simultaneous estimation of all of the model parameters, To demonstrate the feasibility of the identification method, more illustrative examples are included.