Title :
A noniterative method for identification using Hammerstein model
Author :
Chang, Francis H I ; Luus, Rein
Author_Institution :
University of Toronto, Toronto, Ontario, Canada
fDate :
10/1/1971 12:00:00 AM
Abstract :
A noniterative method developed by Hsia for the particular case where the transfer function in the Hammerstein model has no zeros is extended to the general case where the transfer function may have zeros. Numerical examples show that the computation time by this method is considerably less than by the iteratire procedure proposed by Narendra and Gallman while the accuracy of the estimates is comparable.
Keywords :
Discrete-time systems, nonlinear; Nonlinear systems, discrete-time; Numerical methods; Parameter estimation; System identification; Transfer functions; Chemical engineering; Chemistry; Councils; Frequency domain analysis; Iterative methods; Nonlinear systems; Pattern recognition; Systems engineering and theory; Transfer functions;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1971.1099787
