Download System Parameter Identification: Information Criteria And Algorithms (elsevier Insights)

Author By Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
Download System Parameter Identification: Information Criteria And Algorithms (elsevier Insights)

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Simply these days, criterion options based mostly totally on information theoretic measures (entropy, mutual information, information divergence) have attracted consideration and turn into an rising area of analysis in signal processing and system identification space. This book presents a scientific framework for system identification and information processing, investigating system identification from an information precept perspective. The book is cut up into six chapters, which cowl the information needed to know the thought and software of system parameter identification. The authors’ evaluation gives a base for the book, nevertheless it incorporates the outcomes from the most recent worldwide evaluation publications. Named a 2013 Notable Laptop Information for Information Methods by Computing ReviewsOne of the first books to present system parameter identification with information theoretic requirements so readers can monitor the most recent developmentsContains fairly a number of illustrative examples to help the reader grasp main methods

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