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Asymptotic statistical analysis for model-based control design strategies
ArticleAbstract: In this paper, we generalize existing fundamental limitations on the accuracy of the estimation of dPalabras claves:Maximum likelihood, Model-based control, system identificationAutores:Esparza A., Godoy B.I., Juan C. Agüero, Rojas C.R.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:scopusOn the end-performance metric estimator selection
ArticleAbstract: It is well known that appropriately biasing an estimator can potentially lead to a lower mean squarePalabras claves:Bias selection, End-performance metric, Estimation, Least squares, Maximum likelihoodAutores:Beck C.L., Godoy B.I., Juan C. Agüero, Katselis D., Rojas C.R.Fuentes:scopusOn the equivalence of least costly and traditional experiment design for control
ArticleAbstract: In this paper we establish the equivalence between least costly and traditional experiment design foPalabras claves:experiment design, identification for control, Optimal input designAutores:Goodwin G.C., Juan C. Agüero, Rojas C.R., Welsh J.S.Fuentes:scopus