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System Parameter Identification

Information Criteria and Algorithms

  • 1st Edition - July 17, 2013
  • Authors: Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
  • Language: English
  • Hardback ISBN:
    9 7 8 - 0 - 1 2 - 4 0 4 5 7 4 - 3
  • eBook ISBN:
    9 7 8 - 0 - 1 2 - 4 0 4 5 9 5 - 8

Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of… Read more

System Parameter Identification

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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.