Radial-Basis Models for Feedback Systems With Fading Memory (2001)
| Venue: | IEEE Trans. on CAS–I |
| Citations: | 5 - 1 self |
BibTeX
@ARTICLE{Walker01radial-basismodels,
author = {David M. Walker and Nicholas B. Tufillaro and Paul Gross},
title = {Radial-Basis Models for Feedback Systems With Fading Memory},
journal = {IEEE Trans. on CAS–I},
year = {2001},
volume = {48},
pages = {1147--1151}
}
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Abstract
We discuss how to build nonlinear input-output models of low-dimensional deterministic systems for both static and dynamic (feedback) systems with "fading memory." To build the dynamic models a new form of radial-basis functions is introduced which, in the absence of an input, have the property that they converge to a constant solution. The utility of these models is illustrated by building accurate and stable models for electronic circuits with dynamic (memory) effects.
