Elements of information theory / Thomas M. Cover, Joy A. Thomas.
Covers the standard topics of information theory, including entropy, data compression, channel capacity, rate distortion, multi-user theory and hypothesis testing, presenting applications in communications, statistics, complexity theory and investment.
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| Online Access: |
Full Text (via Wiley) |
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| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley-Interscience,
[2006]
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| Edition: | Second edition. |
| Subjects: |
| Summary: | Covers the standard topics of information theory, including entropy, data compression, channel capacity, rate distortion, multi-user theory and hypothesis testing, presenting applications in communications, statistics, complexity theory and investment. "The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department."--Publisher's website. |
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| Physical Description: | 1 online resource (xxiii, 748 pages) : illustrations. |
| Bibliography: | Includes bibliographical references (pages 689-721) and index. |
| ISBN: | 9780471748816 0471748811 9780471748823 047174882X 9781118585771 1118585771 0471241954 9780471241959 1280517492 9781280517495 9786610517497 6610517495 0470303158 9780470303153 |
| Language: | English. |
| Source of Description, Etc. Note: | Print version record. |