Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers
The 50th Annual Conference of the Institute of Systems, Control and Information Engineers
Session ID : 2F4-2
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Host: The Institute of Systems, Control and Information Engineers

Identification of Hammerstein models with white noise input
*Shunsuke Hazue, Hideyuki Tanaka
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Keywords: Hammerstein models, subspace identification method, orthogonality, probability density function
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Abstract
This paper considers a procedure of identifying Hammerstein models with white noise input, assuming that only a finite string of output data is available.A linear dynamical system is first identified by using the output data and then a static nonlinear function is estimated from the probability density function .A numerical simulation is also included.
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© 2006 The Institute of Systems, Control and Information Engineers
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