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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 novel input design approach for systems with quantized output data
Conference ObjectAbstract: In this paper, we explore the problem of input design for systems with quantized measurements. For tPalabras claves:Autores:Godoy B.I., Juan C. Agüero, Ninness B., Rojas C.R., Valenzuela P.E.Fuentes:scopusAsymptotic 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:scopusAn EM-based estimation algorithm for a class of systems promoting sparsity
Conference ObjectAbstract: In this paper we propose a Maximum a Posteriori (MAP) approach for estimating a random sparse paramePalabras claves:Autores:Carvajal R., Godoy B.I., Juan C. AgüeroFuentes:scopusIdentification of continuous-time transfer function models from non-uniformly sampled data in presence of colored noise
Conference ObjectAbstract: This paper considers the problem of continuous-time model identification from non-uniformly sampledPalabras claves:CARMA model estimation, Continuous-time models, Instrumental variable, Non-uniform sampling, system identificationAutores:Chen F., Garnier H., Gilson M., Godoy B.I., Juan C. AgüeroFuentes: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 Filtering Methods for State-Space Systems having Binary Output Measurements
Conference ObjectAbstract: In this paper we develop two filtering algorithms for state-space systems with binary outputs. We apPalabras claves:Binary Quantizer, Gaussian Quadrature, Gaussian sum filter, particle Filter, State EstimationAutores:Albornoz R., Carvajal R., Cedeno A.L., Godoy B.I., Juan C. AgüeroFuentes: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:scopus