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A filtering approach for model selection
Conference ObjectAbstract: In this paper, we propose an iterative algorithm to perform model selection. This algorithm is a seqPalabras claves:Autores:Carvajal R., Godoy B.I., Juan C. Agüero, Yuz J.I.Fuentes: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:scopusDual time-frequency domain system identification
Conference ObjectAbstract: In this paper we obtain the maximum likelihood estimate of the parameters of discrete-time linear moPalabras claves:Maximum likelihood, Robust system identificationAutores:Delgado R.A., Goodwin G.C., Juan C. Agüero, Tang W., Yuz J.I.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: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:scopusIdentification of sparse FIR systems using a general quantisation scheme
ArticleAbstract: This paper presents an identification scheme for sparse FIR systems with quantised data. We considerPalabras claves:Maximum likelihood, Quantised systems, sparsity, system identificationAutores:Carvajal R., Godoy B.I., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusOn frequency-domain maximum likelihood identification of state-space time-varying systems
Conference ObjectAbstract: This paper addresses the problem of identifying state-space models for time-varying systems using maPalabras claves:Frequency domain, identification, Maximum likelihood, Time-varying systemsAutores:Halat S.M., Juan C. Agüero, Yuz J.I.Fuentes:scopusOn the equivalence of time and frequency domain maximum likelihood estimation
ArticleAbstract: Maximum likelihood estimation has a rich history. It has been successfully applied to many problemsPalabras claves:Frequency domain identification, maximum likelihood estimation, system identificationAutores:Delgado R.A., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusSampled data Errors-in-Variables systems
Conference ObjectAbstract: Errors-in-Variables systems have been extensively studied in the literature. We study the impact ofPalabras claves:Errors-in-Variables, Identifiability, Sampled-data modelsAutores:Goodwin G.C., Juan C. Agüero, Söderström T., Yuz J.I.Fuentes:scopusSampling and sampled-data models
Conference ObjectAbstract: Physical systems typically evolve continuously whereas modern controllers and signal processing deviPalabras claves:Autores:Cea M., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopus