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Proceedings of the IEEE Conference on Decision and Control(8)
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2007 European Control Conference, ECC 2007(1)
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scopus(31)
An identification method for Errors-in-Variables systems using incomplete data
Conference ObjectAbstract: In this paper we develop a novel identification algorithm for Errors-in-Variables systems (representPalabras claves:Errors-in-Variables systems, Frequency domain identification, Incomplete data, Maximum likelihood, system identificationAutores:Carvajal R., Delgado R.A., Goodwin G.C., Juan C. AgüeroFuentes:scopusA novel approach to model error modelling using the expectation- maximization algorithm
Conference ObjectAbstract: In this paper we develop a novel approach to model error modelling. There are natural links to otherPalabras claves:EM algorithm, model error modelling, system identificationAutores:Carvajal R., Delgado R.A., Goodwin G.C., Juan C. AgüeroFuentes:scopusA numerical study of time and frequency domain maximum likelihood estimation
Conference ObjectAbstract: Different maximum likelihood formulations have been proposed in the literature for dynamic system IdPalabras claves:Frequency domain, maximum likelihood estimation, system identificationAutores:Delgado R.A., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusA recursive algorithm for MIMO stochastic model estimation
Conference ObjectAbstract: Multivariable system identification is known to be a difficult problem. In part, this is due to thePalabras claves:Autores:Goodwin G.C., Juan C. AgüeroFuentes:scopusA virtual closed loop method for closed loop identification
ArticleAbstract: Indirect methods for the identification of linear plant models on the basis of closed loop data arePalabras claves:Closed Loop Identification, system identificationAutores:Goodwin G.C., Juan C. Agüero, Van Den Hof P.M.J.Fuentes:scopusApplication of Rank-Constrained Optimisation to Nonlinear System Identification
Conference ObjectAbstract: Nonlinear System Identification has a rich history spanning at least 5 decades. A very flexible apprPalabras claves:Autores:Delgado R.A., Goodwin G.C., Juan C. Agüero, Mendes E.M.A.M.Fuentes:scopusAccuracy of linear multiple-input multiple-output (MIMO) models obtained by maximum likelihood estimation
ArticleAbstract: In this paper, we study the accuracy of linear multiple-input multiple-output (MIMO) models obtainedPalabras claves:accuracy, maximum likelihood estimation, system identificationAutores:Goodwin G.C., Hjalmarsson H., Juan C. Agüero, Rojas C.R.Fuentes:scopusFrequency domain identification of MIMO state space models using the em algorithm
Conference ObjectAbstract: In this paper we consider the problem of estimating a state-space model for Multiple-Input Multiple-Palabras claves:Autores:Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusFundamental limitations on the accuracy of MIMO linear models obtained by PEM for systems operating in open loop
Conference ObjectAbstract: In this paper we show that the variance of estimated parametric models for open loop Multiple-InputPalabras claves:Autores:Goodwin G.C., Juan C. Agüero, Rojas C.R.Fuentes:scopusIdentifiability of EIV dynamic systems with non-stationary data
Conference ObjectAbstract: This paper presents novel results related to the identifiability of EIV dynamic systems based on expPalabras claves:Errors in variables identificationAutores:Goodwin G.C., Juan C. AgüeroFuentes:scopus