Item description for Information Measures: Information and its Description in Science and Engineering (Signals and Communication Technology) by Christoph Arndt...
This book is an introduction to the mathematical description of information in science and engineering. The necessary mathematical theory will be treated in a more vivid way than in the usual theorem-proof structure. This enables the reader to develop an idea of the connections between different information measures and to understand the trains of thought in their derivation. As there exist a great number of different possible ways to describe information, these measures are presented in a coherent manner. Some examples of the information measures examined are: Shannon information, applied in coding theory; Akaike information criterion, used in system identification to determine auto-regressive models and in neural networks to identify the number of neurons; and Cramer-Rao bound or Fisher information, describing the minimal variances achieved by unbiased estimators. This softcover edition addresses researchers and students in electrical engineering, particularly in control and communications, physics, and applied mathematics.
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Est. Packaging Dimensions: Length: 9.1" Width: 6.1" Height: 1.3" Weight: 1.85 lbs.
Release Date Jan 12, 2004
ISBN 354040855X ISBN13 9783540408550
Availability 99 units. Availability accurate as of May 26, 2017 09:01.
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More About Christoph Arndt
Christoph Arndt is assistant professor in the Department of Political Science and Government, Aarhus University, Denmark.