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Identifiability 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:scopusIdentifiability of errors in variables dynamic systems
ArticleAbstract: There has been substantial research carried out on the errors in variables (EIV) identifiability proPalabras claves:Errors in variables, Identifiability, system identificationAutores:Goodwin G.C., Juan C. AgüeroFuentes: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:scopusDiscussion on: "Identification of ARX and ARARX models in the presence of input and output noises"
ArticleAbstract:Palabras claves:Autores:Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusA neural approximation to the explicit solution of constrained linear MPC
Conference ObjectAbstract: The solution to constrained linear model predictive control (MPC) problems can be pre-computed off-lPalabras claves:Approximation, Constrained linear control, Explicit solution, Model Pbkp_redictive Control, Neural networksAutores:Goodwin G.C., Haimovich H., Juan C. Agüero, Seron M.M.Fuentes: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 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:scopusChoosing between open- and closed-loop experiments in linear system identification
ArticleAbstract: This correspondence shows that open-loop experiments are optimal for a broad class of systems when tPalabras claves:Closed-loop systems, identification, Input designAutores:Goodwin G.C., Juan C. AgüeroFuentes:scopus