UNIT: a freely available system identification toolbox

Title: UNIT: a freely available system identification toolbox
Creator: Ninness, Brett; Wills, Adrian; Mills, Adam
Relation: Control Engineering Practice Vol. 21, Issue 5, p. 631-644
Publisher Link: http://dx.doi.org/10.1016/j.conengprac.2012.10.007
Publisher: Elsevier BV
Resource Type: journal article
Date: 2013
Description: This paper presents a Matlab-based software package for the estimation of dynamic systems. It has been developed primarily as a platform to support the objective evaluation of novel approaches relative to existing methods within a common software framework. This is designed to streamline comparisons. The work here provides an explanation of the toolbox's design and use together with an overview of the underlying supported models and algorithms. An application study involving a lightly damped resonant system and a simulation example involving two non-linear systems are also presented in order to illustrate the use and capabilities of the toolbox.
Subject: parameter estimation; system identification; maximum likelihood; nonlinear system identification; software
Identifier: http://hdl.handle.net/1959.13/1295166
Identifier: uon:18963
Identifier: ISSN:0967-0661
Language: eng
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