Recently, the standard functions based on measures of information theory (entropy, mutual information, information divergence) have attracted attention and became a developing area of research in signal processing and recognition system of domain names. This book presents a framework to identify and process the information, investigation, determination of systems from a theoretical point of view. The book is divided into six chapters, which include the information needed to understand the theory and application of parametric identification system.
Table of Contents
Chapter 1 Introduction Chapter 2 Information Measures Chapter 3 Information Theoretic Parameter Estimation Chapter 4 System Identification Under Minimum Error Entropy Criteria Chapter 5 System Identification Under Information Divergence Criteria Chapter 6 System Identification Based on Mutual Information Criteria
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