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

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  • Ü. Kotta
  • N. Sadegh

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.

Suggested Citation

  • Ü. Kotta & N. Sadegh, 2002. "Two Approaches for State Space Realization of NARMA Models: Bridging the Gap," Mathematical and Computer Modelling of Dynamical Systems, Taylor & Francis Journals, vol. 8(1), pages 21-32, March.
    • Handle: RePEc:taf:nmcmxx:v:8:y:2002:i:1:p:21-32
    DOI: 10.1076/mcmd.8.1.21.8340
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    Cited by:

    1. Akinola, Toluleke E. & Oko, Eni & Wu, Xiao & Ma, Keming & Wang, Meihong, 2020. "Nonlinear model predictive control (NMPC) of the solvent-based post-combustion CO2 capture process," Energy, Elsevier, vol. 213(C).

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