Handbook of Differential Entropy
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Handbook of Differential Entropy
Book Details
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Author: Frank Bucholtz
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Publisher: CRC Press
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Edition: 1
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Binding: Hardcover
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Number of Pages: 244
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Release Date: 14-11-2013
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ISBN: 9781466583160
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Package Dimensions: 9.3 x 6.2 x 0.7 inches
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Languages: English
About the Book
"Handbook of Differential Entropy" offers a comprehensive and accessible introduction to the concept of differential entropy, a fundamental topic in communications theory. The book explores both the theoretical aspects and practical applications of entropy in information theory, making it an essential resource for researchers and students in this field.
Key Topics Covered:
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Review of Probability Theory: Provides foundational knowledge necessary to understand entropy and its applications.
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Entropy Explained: Detailed explanations of both discrete and differential entropy, including key derivations.
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Application of Differential Entropy: The book demonstrates how differential entropy is applied in various fields, including radar pulse delay estimation in non-Gaussian noise environments and coupling measures in dynamical systems.
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Estimators of Differential Entropy: The authors discuss common estimators, both parametric and nonparametric, along with their properties.
This book serves as both a theoretical guide and a practical handbook, presenting derivations, examples, and applications that make the complex subject of differential entropy accessible to both newcomers and advanced readers in the field.
