A First Course in Information Theory - Rilegato
Libro 18 di 19: Information Technology: Transmission, Processing and Storage
Sinossi
Incepted halfway through the 20th century, information theory is a classical yet modern field which is more vibrant than ever before. In particular, there have been a number of major research results on the foundation of the theory during the 1990s. These results enable information theory to be understood and explored in a way which has not been possible before, and they open new dimensions in the theory. In short, the depth of information theory is far beyond what we used to know. This book is an integration of the most fundamental topics in information theory plus a few selected advanced topics. Results given include the theory of I-Me asure, Shannon-type and non-Shannon-type information inequalities, and network coding theory. Some important implications of information theory in probability theory and group theory are also explained in this book. ITIP, the software package that comes with the book, is the only software package of its kind which can prove all Shannon-type information inequalities.
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Contenuti
1. The Science of Information.- 2. Information Measures.- 3. Zero-Error Data Compression.- 4. Weak Typicality.- 5. Strong Typicality.- 6. The I-Measure.- 7. Markov Structures.- 8. Channel Capacity.- 9. Rate Distortion Theory.- 10. The Blahut-Arimoto Algorithms.- 11. Single-Source Network Coding.- 12. Information Inequalities.- 13. Shannon-Type Inequalities.- Appendix 13A: The Basic Inequalities and the Polymatroidal Axioms.- 14. Beyond Shannon-Type Inequalities.- 15. Multi-Source Network Coding.- Appendix 15A: Approximation of Random Variables with Infinite Alphabets.- 16. Entropy and Groups.- Bibliography.- Index.
Product Description
Book by Yeung Raymond W
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A First Course in Information Theory with CD-ROM
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A First Course in Information Theory (Information Technology: Transmission, Processing and Storage)
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Springer, 2002
ISBN 10: 0306467917
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Hardcover. Condizione: Near Fine. 1st Edition. Near Fine clean and unmarked,tight binding. Pale stain on top of page edges. A First Course in Information Theory is an up-to-date introduction to information theory. In addition to the classical topics discussed, it provides the first comprehensive treatment of the theory of I-Measure, network coding theory, Shannon and non-Shannon type information inequalities, and a relation between entropy and group theory. ITIP, a software package for proving information inequalities, is also included. With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields. Codice articolo ABE-1712789480673
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Condizione: Gut. Zustand: Gut | Seiten: 412 | Sprache: Englisch | Produktart: Bücher | This book provides an up-to-date introduction to information theory. In addition to the classical topics discussed, it provides the first comprehensive treatment of the theory of I-Measure, network coding theory, Shannon and non-Shannon type information inequalities, and a relation between entropy and group theory. ITIP, a software package for proving information inequalities, is also included. With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields. Codice articolo 3036710/3
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