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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:scopusConnections between incremental and continuous-time EM algorithm for state space identification
Conference ObjectAbstract: The EM algorithm has been successfully applied to obtain maximum likelihood estimates for state-spacPalabras claves:EM algorithm, Incremental models, Maximum likelihood, Sampled data, State-space identificationAutores:Alfaro J.A., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusConstrained maximum likelihood estimation for state space sampled-data models
Conference ObjectAbstract: The Expectation-Maximization algorithm is applied in this paper to estimate state-space sampled-dataPalabras claves:Constraints, Expectation-maximization, linear matrix inequalities, Maximum likelihood, system identificationAutores:Avila F., Donaire A., Juan C. Agüero, Yuz J.I.Fuentes:scopusAn EM-based identification algorithm for a class of hybrid systems with application to power electronics
ArticleAbstract: In this paper we present an identification algorithm for a class of continuous-time hybrid systems.Palabras claves:Maximum likelihood, power conversion, system identificationAutores:Aguilera R.P., Godoy B.I., 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:scopusFrequency domain interpretation of the Smith pbkp_redictor
Conference ObjectAbstract: Dealing with the control design problem for a given system, the presence of pure time-delays in thePalabras claves:Autores:Pedro Albertos, Yuz J.I.Fuentes:scopusEM-based ML channel estimation in OFDM systems with phase distortion using RB-EKF
Conference ObjectAbstract: In this paper we address the joint estimation of the channel impulse response in orthogonal frequencPalabras claves:Autores:Carvajal R., Creixell W., Godoy B.I., Juan C. Agüero, Yuz J.I.Fuentes:scopusEM-based identification of sparse FIR systems having quantized data
Conference ObjectAbstract: In this paper, we explore the identification of sparse FIR systems having quantized output data. OurPalabras claves:EM algorithm, Quantized estimation, regularization, Sparse optimizationAutores:Carvajal R., Godoy B.I., 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:scopus