On non-parametric nonlinear system identification using dispersion functions

On non-parametric nonlinear system identification using dispersion functions

This paper adopts dispersion functions as a tool for non-parametric nonlinear system identification. Dispersion functions have the meaning of "projection" and they make it possible to determine the order of a model, and the significance (or the existence) of delay elements within a nonline...

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Bibliographische Detailangaben
Hauptverfasser: Ho-En Liao, Sethares, W.A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Character generation
Delay
Dispersion
Nonlinear systems
Random processes
Sufficient conditions
System identification
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Beschreibung
Zusammenfassung:This paper adopts dispersion functions as a tool for non-parametric nonlinear system identification. Dispersion functions have the meaning of "projection" and they make it possible to determine the order of a model, and the significance (or the existence) of delay elements within a nonlinear model.< >
DOI:10.1109/MWSCAS.1993.343234