Documentos de Yuz J.I. | REDI

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Palabras Claves: "EM algorithm"

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Conference Object(2)

Publisher

IFAC Proceedings Volumes (IFAC-PapersOnline)(2)

Área temáticas

Métodos informáticos especiales(2)

Funcionamiento de bibliotecas y archivos(1)

Física aplicada(1)

Programación informática, programas, datos, seguridad(1)

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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)

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.