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Identifiability of errors in variables dynamic systems

By Juan C. Aguero and Graham C. Goodwin

Abstract

There has been substantial research carried out on the errors in variables (EIV) identifiability problem for dynamic systems. These results are spread across a significant volume of literature. Here, we present a single theorem which compactly summarizes many of the known results. The theorem also covers several cases which we believe to be novel. We analyze single input single output systems using second order properties. We also extend the results to a class of multivariable systems

Topics: system identification, errors in variables, identifiability
Publisher: Elsevier
Year: 2008
DOI identifier: 10.1016/j.automatica.2007.06.011
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