A student's guide to coding and information theory /
General Material Designation
[Book]
First Statement of Responsibility
Stefan M. Moser, Po-Ning Chen.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiii, 191 pages :
Other Physical Details
illustrations ;
Dimensions
23 cm
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Error-detecting codes -- Repetition and hamming codes -- Data compression: efficient coding of a random message -- Entropy and Shannon's source coding theorem -- Mutual information and channel capacity -- Approaching the Shannon limit by turbo coding -- Other aspects of coding theory.
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SUMMARY OR ABSTRACT
Text of Note
This guide provides an introduction to the engineering background of modern communication systems, from mobile phones to data compression and storage. The authors begin with many practical applications in coding, including the repetition code, the Hamming code and the Huffman code. They then explain the corresponding information theory, from entropy and mutual information to channel capacity and the information transmission theorem. Finally, they provide insights into the connections between coding theory and other fields. Many worked examples are given throughout the book, using practical applications to illustrate theoretical definitions. Exercises are also included, enabling readers to double-check what they have learned and gain glimpses into more advanced topics.