Type: BOOK - Published: 2011-12-08 - Publisher: Cambridge University Press
This comprehensive treatment of network information theory and its applications provides the first unified coverage of both classical and recent results. With an approach that balances the introduction of new models and new coding techniques, readers are guided through Shannon's point-to-point information theory, single-hop networks, multihop networks, and extensions to
Type: BOOK - Published: 2008-08-28 - Publisher: Springer Science & Business Media
This book is an evolution from my book A First Course in Information Theory published in 2002 when network coding was still at its infancy. The last few years have witnessed the rapid development of network coding into a research ?eld of its own in information science. With its root
Authors: Matthias Dehmer, Frank Emmert-Streib, Alexander Mehler
Categories: Mathematics
Type: BOOK - Published: 2011-08-26 - Publisher: Springer Science & Business Media
For over a decade, complex networks have steadily grown as an important tool across a broad array of academic disciplines, with applications ranging from physics to social media. A tightly organized collection of carefully-selected papers on the subject, Towards an Information Theory of Complex Networks: Statistical Methods and Applications presents
Authors: P.R. Kumar, Martin J. Wainwright, Riccardo Zecchina
Categories: Mathematics
Type: BOOK - Published: 2015-05-19 - Publisher: Springer
Introducing the reader to the mathematics beyond complex networked systems, these lecture notes investigate graph theory, graphical models, and methods from statistical physics. Complex networked systems play a fundamental role in our society, both in everyday life and in scientific research, with applications ranging from physics and biology to economics