These notes provide a broad coverage of key results, techniques, and open problems in network information theory. He is best known for his contributions to network information theory, fieldprogrammable gate arrays fpgas, and cmos imaging sensors and systems. Beyond its value as a textbook for an advanced course on information theory, the attention given to motivating applications makes it useful for practicing. He is best known for his contributions to network information theory, field programmable gate arrays fpgas, and cmos imaging sensors and systems. Sergio verdu, princeton university the illustrations are very helpful. Lecture notes on network information theory download link. This book provides a significantly expanded exposition of the material in the lecture notes as well as problems and bibliographic notes at.
So again we pose the question, what is network information theory. With an approach that balances the introduction of new models and new coding techniques, readers are guided through shannons pointtopoint information theory, singlehop networks, multihop networks, and extensions to distributed computing. This book is a collection of articles written by leading researchers in information theory stemming from a dimacs workshop on network information. A read is counted each time someone views a publication summary such as the title, abstract, and list of authors, clicks on a figure, or views or downloads the fulltext. Network information theory guide books acm digital library. With an approach that balances the introduction of new models and new coding techniques.
Books by faculty electrical and computer engineering. The authors cover an impressively large part of information theory. Information theory and its applications in theory of computation by venkatesan guruswami and mahdi cheraghchi. This comprehensive treatment of network information theory and. From 1978 to 1980, he was an assistant professor at usc.
Network information theory electrical and computer. These lecture notes have been converted to a book titled network information theory published recently by cambridge university press. A first course in information theory, raymond yeung, springer, 2002. Network information theory electrical and computer engineering. His research contributions have been in network information theory, fpgas, and digital imaging devices and systems. Younghan kim this comprehensive treatment of network information theory and its applications provides the first unified coverage of both classical and recent results.
We use cookies to give you the best possible experience. New books march 2016 european university institute. They have collected and organized the fruits of six decades of research demonstrating how shannons original seminal theory has been enlarged to solve a multitude of important problems mostly encountered in multiple link communication networks. Some of the techniques developed in network information theory, like network coding, multiple description coding, and successive cancellation decoding, can be found in real network.
Key topics covered include successive cancellation and superposition coding, mimo wireless communication, network coding, and cooperative relaying. Honors degree in electrical engineering from cairo university in 1972, and his m. Please report errors in award information by writing to. Lecture notes on network information theory ebooks directory.
This comprehensive treatment of network information theory and its applications provides the first u. Network information theory extends the classical theory from a simple channel to general networks with various sources and destinations and shared resources. Network information theory download pdf isbn 1107008735. The awards citation reads, for contributions to network multiuser information theory and for wide ranging impact on programmable circuit architectures. Network information theory deals with the fundamental limits on information flow in networks and optimal coding techniques and protocols that achieve these limits. Network information theory, 02012011012012, 2011, cambridge university press. An introduction to network information theory with slepianwolf and. You can decide on the book based on the preferred motifs that you like. Buy network information theory book online at low prices in. His early work formed the basis for several new areas in multiuser information theory, paving. Download for offline reading, highlight, bookmark or take notes while you read network information theory. This comprehensive treatment of network information theory and its applications provides the first unified coverage of both classical and recent results. This book provides a significantly expanded exposition of the material in the lecture notes as well as problems and bibliographic notes at the end of each chapter.
Also covered are feedback and interactive communication, capacity. Information theory and network coding, raymond yeung, springer, 2008 available online. Network information theory book the book provides a comprehensive coverage of key results, techniques, and. He is coauthor of the book network information theory cambridge university press 2011. Cover, and younghan kim, channel capacity and state estimation for statedependent gaussian channels, ieee. On offer in this text is a superb unified pedagogical treatment including results that heretofore were only available in their original, often arcane, sources. Cover, and younghan kim, channel capacity and state estimation for statedependent gaussian channels, ieee trans. Pdf download network information theory free ebooks pdf. This comprehensive treatment of network information theory and its applications provides the first unified coverage of both.
He has won several honors and awards, including the 2012 claude e. Network information theory cambridge university press. From 1978 to 1980, he was an assistant professor of electrical engineering at usc. Compression,coding,network information theory,computational genomics,information theory of high dimensional statistics,machine learning,information flow in. This book is ideal for use in the classroom, for selfstudy, and as a reference for. Core topics of information theory, including the efficient storage, compression, and transmission of information, applies to a wide range of domains, such as communications, genomics, neuroscience, and statistics. Discovering how to have reading habit resembles learning to try for eating something that you actually do not really want. Network information theory aims to answer the information. Honors degree in electrical engineering from cairo university in 1972,and his m.
We use cookies to distinguish you from other users and to provide you with a better experience on our websites. A tutorial introduction, james v stone, sebtel press, 2015. Information theory has recently attracted renewed attention because of key developments spawning challenging research problems. Introduction to the special issue on models, theory, and codes for relaying and cooperation in communication networks guest editorial. Network information theory imaging sensors and systems fpgas. The 12th annual lecture entitled common information will be given on thursday, april 17, 2014 at 4. He is the hitachi america professor of engineering at stanford university. Also covered are feedback and interactive communication, capacity approximations and scaling laws, and asynchronous and random access channels. Network information theory omissions to all printings p. Journal publications j1 arak sutivong, mung chiang, thomas m. Buy network information theory book online at low prices. They have collected and organized the fruits of six decades of research demonstrating how shannons original seminal theory has been enlarged to solve a multitude of important problems mostly encountered in multiple link.
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