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, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory.
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. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points.
The Second Edition features:
* Chapters reorganized to improve teaching
* 200 new problems
* New material on source coding, portfolio theory, and feedback capacity
* Updated references
Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
感觉挺明白浅显的,本科的老师用的这本教材,不过她明显没有好好备课,讲的乱七八糟的,都是自己看的,还不错,现在还记得一些印象。 不过我对翻译的书都没什么好印象,所以还是建议大家去读英文版的吧。
评分目前正在读,感觉写的非常好。适合本科高年级或者研究生的信息论的入门书籍。 和国内的一些教材不同,该书并非简单的堆砌定理以及数学概念,而能更深刻的介绍概念定理背后的哲学思想以及实际意义。从形而上至形而下,相当全方位的将信息论的思想展现出来。此书适合精读,熵,...
评分虽然概念比较难懂,但如果能找到切入点很容易明白。建议看 www.googlechinablog.com 的数学之美系列文章。
评分这不是一本入门书, 更不是一本适合一口气读完的书。如果你已经对信息论已经有了相当程度的理解和掌握后,这是一本非常好,非常标准的查阅手册。对于此前对信息论没什么了解的同学, 不建议直接啃这本书。书中的公式和推导证明一个接着一个,解释非常精简,对于初学者来说,精...
评分公认的 书中包括的内容极其丰富 并且定理推导都不算复杂 可谓是初学者接触信息论的最好教材 再加上是二版 这个是标准的美版 哎 只可惜俺没钱买 长期只能pdf……
有些证明美爆了,爱得不行。不积跬步,无以至千里。我会告诉乃们我的项链上都刻着 I(X;Y) 吗。
评分有些证明美爆了,爱得不行。不积跬步,无以至千里。我会告诉乃们我的项链上都刻着 I(X;Y) 吗。
评分It is more about math. The problem at the end of each chapter is difficult.
评分Joint typicality and diminishing error
评分写得真好!信息论用到的数学是如此简单,但是结论又这么优雅,Shannon 真的厉害。
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