Two Approaches for State Space Realization of NARMA Models: Bridging the Gap

Ü. Kotta and N. Sadegh

Mathematical and Computer Modelling of Dynamical Systems, 2002, vol. 8, issue 1, 21-32

Abstract: This paper studies the necessary and sufficient conditions for observable realization of a general class of nonlinear high-order input-output difference equations. In particular, it proves the equivalence of the two seemingly different existing approaches in the literature. The paper also provides a subclass of NARMA input-output models that are guaranteed to have an observable realization. It is shown that this class covers several important subclasses of existing NARMA models.

Date: 2002
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DOI: 10.1076/mcmd.8.1.21.8340

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