Articoli correlati a A First Course in Information Theory
Sinossi
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.
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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.
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- EditoreSpringer
- Data di pubblicazione2012
- ISBN 10 1461346452
- ISBN 13 9781461346456
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine440
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First Course In Informatics Theory {With Cd-Rom}
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A First Course in Information Theory
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 440 pp. Englisch. Codice articolo 9781461346456
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A First Course in Information Theory (Information Technology: Transmission, Processing and Storage)
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A First Course in Information Theory (Information Technology: Transmission, Processing and Storage)
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A First Course in Information Theory
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides an up-to-date introduction to information theoryProvides 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. Codice articolo 4192896
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A First Course in Information Theory
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Springer US, Springer New York, 2012
ISBN 10: 1461346452
ISBN 13: 9781461346456
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 9781461346456
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A First Course in Information Theory (Information Technology: Transmission, Processing and Storage)
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Paperback. Condizione: Brand New. reprint edition. 435 pages. 9.25x6.10x0.60 inches. In Stock. Codice articolo xi1461346452
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A First Course in Information Theory (Information Technology: Transmission, Processing and Storage)
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