Documentos de Goodwin G.C. | REDI

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Filtros aplicados

Palabras Claves: "EM algorithm"

Subtipo de publicación

Conference Object(3)

Publisher

IFAC Proceedings Volumes (IFAC-PapersOnline)(2)

Proceedings of the IEEE Conference on Decision and Control(1)

Área temáticas

Métodos informáticos especiales(3)

Programación informática, programas, datos, seguridad(2)

Ciencias de la computación(1)

Funcionamiento de bibliotecas y archivos(1)

Física aplicada(1)

Área de conocimiento

Aprendizaje automático(1)

Procesamiento de señales(1)

Año de Publicación

Origen

Palabras Claves

Incremental models(1)

Maximum likelihood(1)

Quantized estimation(1)

Sampled data(1)

Sparse optimization(1)

A novel approach to model error modelling using the expectation- maximization algorithm

Conference Object

Abstract: In this paper we develop a novel approach to model error modelling. There are natural links to other

Palabras claves:

EM algorithm, model error modelling, system identification

Carvajal R., Delgado R.A., Goodwin G.C., Juan C. Agüero

Connections between incremental and continuous-time EM algorithm for state space identification

Conference Object

Abstract: The EM algorithm has been successfully applied to obtain maximum likelihood estimates for state-spac

Palabras claves:

EM algorithm, Incremental models, Maximum likelihood, Sampled data, State-space identification

Alfaro J.A., Goodwin G.C., Juan C. Agüero, Yuz J.I.

EM-based identification of sparse FIR systems having quantized data

Conference Object

Abstract: In this paper, we explore the identification of sparse FIR systems having quantized output data. Our

Palabras claves:

EM algorithm, Quantized estimation, regularization, Sparse optimization

Carvajal R., Godoy B.I., Goodwin G.C., Juan C. Agüero, Yuz J.I.