Referenced Items are not available for this document.
A new model for identifying nonlinear systems is presented. The multipath structure with each path consisting of a polynomial followed by linear dynamics is a direct extension of the single path Hammerstein model. An iterative algorithm for obtaining the dynamics from finite length input and noisy output data records is presented and shown to converge for a class of inputs including colored Gaussian processes. Computer simulations demonstrate the feasibility of the model and algorithm.
Published in:
Automatic Control, IEEE Transactions on
(Volume:20
,
Issue:
6
)
Date of Publication: Dec 1975
- Page(s):
- 771 - 775
- ISSN :
- 0018-9286
- Digital Object Identifier :
- 10.1109/TAC.1975.1101087
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 06 January 2003
- Issue Date :
- Dec 1975
- Sponsored by :
- IEEE Control Systems Society
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