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IFAC Proceedings Volumes (IFAC-PapersOnline)(14)
Proceedings of the IEEE Conference on Decision and Control(10)
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Ciencias de la computación(31)
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Choosing 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:scopusAn algorithm for estimating time-varying commodity price models
Conference ObjectAbstract: Given the current financial crisis, there is renewed interest in modelling how the price of commoditPalabras claves:Autores:Godoy B.I., Goodwin G.C., Juan C. Agüero, Rojas A.J.Fuentes:scopusAn errors-in-variables method for non-stationary data with application to mineral exploration
ArticleAbstract: In this paper, an errors-in-variables (EIV) method is applied to the problem of model estimation forPalabras claves:Errors-in-variables identification, Noise cancellation, Non-stationary signalsAutores:Braslavsky J.H., Goodwin G.C., Juan C. Agüero, Lau K.Fuentes:scopusAn 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 neural approximation to the explicit solution of constrained linear MPC
Conference ObjectAbstract: The solution to constrained linear model pbkp_redictive control (MPC) problems can be pre-computed oPalabras 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 novel representation of rank constraints for real matrices
ArticleAbstract: We present a novel representation of rank constraints for non-square real matrices. We establish relPalabras claves:Low-rank approximation, Rank-minimization, sparse representationAutores: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 rank-constrained optimization approach: Application to factor analysis
Conference ObjectAbstract: In this paper, we present a general method for rank-constrained optimization. We use an iterative coPalabras claves:Autores:Delgado R.A., Goodwin G.C., Juan C. AgüeroFuentes: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:scopus