Information Theory and Network Coding
Autor: | Yeung, Raymond W |
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EAN: | 9780387792330 |
Auflage: | 2008 |
Sachgruppe: | Technik |
Sprache: | Englisch |
Seitenzahl: | 580 |
Produktart: | Gebunden |
Veröffentlichungsdatum: | 10.09.2008 |
Schlagworte: | Computers - General Information |
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Information Theory and Network Coding consists of two parts: Components of Information Theory, and Fundamentals of Network Coding Theory. Part I is a rigorous treatment of information theory for discrete and continuous systems. In addition to the classical topics, there are such modern topics as the I-Measure, Shannon-type and non-Shannon-type information inequalities, and a fundamental relation between entropy and group theory. With information theory as the foundation, Part II is a comprehensive treatment of network coding theory with detailed discussions on linear network codes, convolutional network codes, and multi-source network coding. Other important features include: Derivations that are from the first principle A large number of examples throughout the book Many original exercise problems Easy-to-use chapter summaries Two parts that can be used separately or together for a comprehensive course Information Theory and Network Coding is for senior undergraduate and graduate students in electrical engineering, computer science, and applied mathematics. This work can also be used as a reference for professional engineers in the area of communications.