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System Parameter Identification : Information Criteria and Algorithms,9780124045743
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System Parameter Identification : Information Criteria and Algorithms

by ; ; ;
ISBN13:

9780124045743

ISBN10:
012404574X
Format:
Hardcover
Pub. Date:
8/1/2013
Publisher(s):
Elsevier Science Ltd

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This is the edition with a publication date of 8/1/2013.
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Summary

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 provides a base for the book, but it incorporates the results from the latest international research publications. One of the first books to present system parameter identification with information theoretic criteria so readers can track the latest developments Contains numerous illustrative examples to help the reader grasp basic methods


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