What are some good books on information theory and its. Cover and thomas book elements of information theory is written for the reader who is interested in these eclectic and exciting applications of information theory. Cover s work in information theory, which treats all information as mathematically quantifiable, was profound. Information theory role of feedback in communication theory statistical complexity portfolio theory physics of information rate distortion theory. Therefore the conditional entropy hyjx is 0 if and only if y is a function of x. I first learned about claude shannon from thomas cover, and i leveraged information theory in my own ph. Every textbook comes with a 21day any reason guarantee. A tutorial introduction, by me jv stone, published february 2015. At the same time, the book is a pleasure to read, because of the authors enter taining style. Everyday low prices and free delivery on eligible orders. Shannon 1 2 which contained the basic results for simple memoryless sources and channels and introduced more general communication systems models, including nite state sources and channels. Information is uncertainty and is modeled as random variables information is digital, it is the same as transmiting 0s1s with no reference to what they represent. Click to read more about elements of information theory by thomas m. Cover is a past president of the ieee information theory society, a fellow of the ieee and the institute of mathematical statistics, and a member of the national academy of engineering and the american academy of arts.
Elements of information theory by thomas m cover, joy a. Leviathan or the matter, forme and power of a commonwealth ecclesiasticall and civil, commonly referred to as leviathan, is a book written by thomas hobbes 15881679 and published in 1651 revised latin edition 1668. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory. Source coding theorem, kraftmcmillan inequality, ratedistortion theorem. Elements of information theory second edition solutions to problems. Elements of information theory 2nd edition wiley series. Information systems laboratory packard building, room 254 stanford, ca 943059510 usa tel.
Librarything is a cataloging and social networking site for booklovers. Here, the authors took on the ambitious task of making a comprehensive survey of the still evolving information theory. Editions of elements of information theory by thomas m. Thomas file specification extension pdf pages 776 size 5 mb request sample email explain submit request we try to make prices affordable. Elements of information theory by cover and thomas provides some standard proofs in the discrete case, for example for the convexity of relative entropy. We would appreciate any comments, suggestions and corrections to this solutions manual. Use features like bookmarks, note taking and highlighting while reading elements of information theory. Aug 12, 1991 cover and thomas is the classic information theory textbook. The noisy channel coding theorem is presented in chapter 8. All the essential topics in information theory are covered in detail, including. Information theory was born in a surprisingly rich state in the classic papers of claude e.
This is intended to be a simple and accessible book on information theory. What are some good resources for learning about information. The 1st edition of this book was used by one of my supervisors former students. Cover and thomas is the classic information theory textbook. Professor thomas cover we apologize for poorquality audio recording. This is based on the book of thomas cover elements of information theory 2ed 2006 in information theory there are two key concepts. Elements of information theory kindle edition by cover, thomas m. Elements of information theory, second edition, 2006. It gives a simple, yet mathematically precise, ap proach to nearly all shannon theory results that one would want to include in a first course on in formation theory. Thomas cover, information theorist and electrical engineer. Elements of information theory second edition solutions to. Elements of information theory 2nd edition wiley series in. However, the textual descriptions between proofs were extremely helpful for my overall understanding. The central themes of information theory include compression, storage, and communication.
Thomas cover elements of information theory 2006 history edit pdf epub bib created. Rent elements of information theory 2nd edition 9780471241959 today, or search our site for other textbooks by thomas m. Wiley elements of information theory, 2nd edition 9780471. He is past president of the ieee information theory society and is a fellow of the institute for mathematical statistics and of the ieee.
Aug 26, 2011 overview of central topics in information theory and coding. Thomas, cover wrote elements of information theory, a book regarded by many as the benchmark text on modern information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network. Buy elements of information theory by thomas m cover, joy a thomas online at alibris. He devoted almost his entire career to developing the relationship between information theory and statistics.
Buy elements of information theory 2nd edition 9780471748816 by thomas m. These lecture notes is a tribute to the beloved thomas m. The second edition of this fundamental textbook maintains the book. All material not in the book will be covered in class. Cover, one of the past halfcenturys most brilliant and prolific contributors to information and communications theory, pattern recognition and learning, and the analysis of gambling and investment strategies, died on march 26, 2012, at the age of 73. Solution manual for elements of information theory thomas cover, joy. What are some standard bookspapers on information theory. Elements of information theory, 2nd edition thomas m. Cover s book with joy thomas is the standard for this field, and it was the book verriest used.
Elements of information theory, second edition, by thomas m. Cover and thomas have written a unique and ambitious introduction to a fascinating and complex subject. Cover is professor jointly in the departments of electrical engineering and statistics at stanford university. This book does not treat information theory as a subset of reliable communication theory. Suksompong p and berger t 2019 capacity analysis for integrateandfire neurons with descending action potential thresholds, ieee transactions on information theory, 56. Cover is a past president of the ieee information theory society, a fellow of the ieee and the institute of mathematical statistics, and a member of the national academy of engineering and the american academy of arts and.
Elements of information theory solutions manual thomas m. Cover, phd, is professor in the departments of electrical engineering and statistics, stanford university. Elements of information theory microsoft library overdrive. Comprehensive, and highly technical, with historical notes and an equation summary at the end of each chapter. Information theory is the science of operations on data. The latest edition of this classic is updated with new problem sets and material the second edition of this fundamental textbook maintains the books tradition of clear, thoughtprovoking instruction. Thomas find, read and cite all the research you need on researchgate. The birth of information theory was in 1948, marked by claude e. Elements of information theory fundamentals of computational. In 1972 he received the outstanding paper award in information theory for his paper. Jul 23, 2012 i learned a lot from cover and thomas elements of information theory 1. Information theory answers two fundamental questions in communication theory. Syllabus information theory electrical engineering and.
The book has been called a masterpiece for the clarity of it concepts and the simplicity of. We wouldappreciate anycomments, suggestions andcorrections to thissolutionsmanual. The second edition of this fundamental textbook maintains the books tradition of clear, thoughtprovoking instruction. Elements of information theory 2nd ed wiley 2006 thomas m. Therefore the conditional entropy hyx is 0 if and only if y is a function of x.
Thomas author 1st edition wileyinterscience paperback and a great selection of similar new, used and collectible books available now at great prices. The latest edition of this classic is updated with new problem sets and material the second edition of this fundamental textbook maintains the book s tradition of clear, thoughtprovoking instruction. Admittedly, i got lost in the proofs about halfway through the text. Elements of information theory 9787302072850 by by thomas m. Cover is a past president of the ieee information theory society, a fellow of the ieee and the institute of mathematical statistics, and a member of the national academy of engineering and the american. Elements of information theory, 2nd edition information. Which is the best introductory book for information theory. Johnson d 2019 information theory and neural information processing, ieee transactions on information theory, 56. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. Information theory, sport, betting and the stock market. Elements of information theory 2nd edition authors. Tom cover joy thomas durand 121, information systems lab stratify. Wiley also publishes its books in a variety of electronic formats. Elements of information theory thomas cover, joy thomas.
As claude shannon is considered as the father of information theory one can say that his land mark paper called a mathematical theory of communication is considered as the origin of information theory information age. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. The work concerns the structure of society and legitimate government, and is. Cover is a past president of the ieee information theory society, a fell. Please note that the solutions manual for elements of information theory is ed and any sale or distribution without the permission of the authors is not permitted. Elements of information theory 2nd edition 9780471748816.
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