System parameter identification: information criteria and algorithms

Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of study in signal processing and system identification domain. This book presents a systematic framework for system ident...

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Detalles Bibliográficos
Autores principales: Chen, Badong, Zhu, Yu, Hu, Jinchun, Principe, Jose C
Lenguaje:eng
Publicado: Elsevier 2013
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/1606410
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author Chen, Badong
Zhu, Yu
Hu, Jinchun
Principe, Jose C
author_facet Chen, Badong
Zhu, Yu
Hu, Jinchun
Principe, Jose C
author_sort Chen, Badong
collection CERN
description Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of study in signal processing and system identification domain. This book presents a systematic framework for system identification and information processing, investigating system identification from an information theory point of view. The book is divided into six chapters, which cover the information needed to understand the theory and application of system parameter identification. The authors' research pr
id cern-1606410
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2013
publisher Elsevier
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spelling cern-16064102021-04-21T22:23:55Zhttp://cds.cern.ch/record/1606410engChen, BadongZhu, YuHu, JinchunPrincipe, Jose CSystem parameter identification: information criteria and algorithmsComputing and Computers Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of study in signal processing and system identification domain. This book presents a systematic framework for system identification and information processing, investigating system identification from an information theory point of view. The book is divided into six chapters, which cover the information needed to understand the theory and application of system parameter identification. The authors' research prElsevieroai:cds.cern.ch:16064102013
spellingShingle Computing and Computers
Chen, Badong
Zhu, Yu
Hu, Jinchun
Principe, Jose C
System parameter identification: information criteria and algorithms
title System parameter identification: information criteria and algorithms
title_full System parameter identification: information criteria and algorithms
title_fullStr System parameter identification: information criteria and algorithms
title_full_unstemmed System parameter identification: information criteria and algorithms
title_short System parameter identification: information criteria and algorithms
title_sort system parameter identification: information criteria and algorithms
topic Computing and Computers
url http://cds.cern.ch/record/1606410
work_keys_str_mv AT chenbadong systemparameteridentificationinformationcriteriaandalgorithms
AT zhuyu systemparameteridentificationinformationcriteriaandalgorithms
AT hujinchun systemparameteridentificationinformationcriteriaandalgorithms
AT principejosec systemparameteridentificationinformationcriteriaandalgorithms

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