Handbook of Differential Entropy PDF
By:Joseph Victor Michalowicz,Jonathan M. Nichols,Frank Bucholtz
Published on 2013-11-14 by CRC Press
One of the main issues in communications theory is measuring the ultimate data compression possible using the concept of entropy. While differential entropy may seem to be a simple extension of the discrete case, it is a more complex measure that often requires a more careful treatment. Handbook of Differential Entropy provides a comprehensive introduction to the subject for researchers and students in information theory. Unlike related books, this one brings together background material, derivations, and applications of differential entropy. The handbook first reviews probability theory as it enables an understanding of the core building block of entropy. The authors then carefully explain the concept of entropy, introducing both discrete and differential entropy. They present detailed derivations of differential entropy for numerous probability models and discuss challenges with interpreting and deriving differential entropy. They also show how differential entropy varies as a function of the model variance. Focusing on the application of differential entropy in several areas, the book describes common estimators of parametric and nonparametric differential entropy as well as properties of the estimators. It then uses the estimated differential entropy to estimate radar pulse delays when the corrupting noise source is non-Gaussian and to develop measures of coupling between dynamical system components.
This Book was ranked at 14 by Google Books for keyword Entropy.
Book ID of Handbook of Differential Entropy's Books is k2fOBQAAQBAJ, Book which was written byJoseph Victor Michalowicz,Jonathan M. Nichols,Frank Bucholtzhave ETAG "z6c+iQB+9kQ"
Book which was published by CRC Press since 2013-11-14 have ISBNs, ISBN 13 Code is 9781466583177 and ISBN 10 Code is 1466583177
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Book which have "244 Pages" is Printed at BOOK under CategoryComputers
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Download Handbook of Differential Entropy Books Free
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