Information-Spectrum Methods in Information Theory 2003 Edition Contributor(s): Han, Te Sun (Author), Koga, H. (Translator) |
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ISBN: 3540435816 ISBN-13: 9783540435815 Publisher: Springer OUR PRICE: $104.49 Product Type: Hardcover - Other Formats Published: October 2002 Annotation: This book opens a novel dimension in the 50 year history of mathematical theory of "information" since the birth of Shannon theory. First of all, it introduces, in place of the traditional notion of entropy and mutual information, the completely new and highly unconventional approach of "information-spectrum" as a basic but powerful tool for constructing the general theory of information. Reconstructing step-by-step all the essential major topics in information theory from the viewpoint of such an "information-spectrum," this comprehensive work provides an accessible introduction to the new type of mathematical theory of information that focuses mainly on general nonstationary and /or nonergodic sources and channels, in clear contrast with the traditional theories of information. This book is a new non-traditional theoretical reference for communication professionals and statisticians specializing in information theory. |
Additional Information |
BISAC Categories: - Computers | Information Theory - Mathematics | Probability & Statistics - General - Mathematics | Applied |
Dewey: 003.54 |
LCCN: 2002032398 |
Series: Stochastic Modelling and Applied Probability |
Physical Information: 1.39" H x 6.52" W x 9.4" (2.13 lbs) 538 pages |
Descriptions, Reviews, Etc. |
Publisher Description: From the reviews: "This book nicely complements the existing literature on information and coding theory by concentrating on arbitrary nonstationary and/or nonergodic sources and channels with arbitrarily large alphabets. Even with such generality the authors have managed to successfully reach a highly unconventional but very fertile exposition rendering new insights into many problems." -- MATHEMATICAL REVIEWS |