**Lecture Notes on Network Information Theory**

by Abbas El Gamal, Young-Han Kim

**Publisher**: arXiv 2010**Number of pages**: 640

**Description**:

Network information theory deals with the fundamental limits on information flow in networks and optimal coding techniques and protocols that achieve these limits. This set of lecture notes aims to provide a broad coverage of key results, techniques, and open problems in network information theory.

Download or read it online for free here:

**Download link**

(4.7MB, PDF)

## Similar books

**Algorithmic Information Theory**

by

**Peter D. Gruenwald, Paul M.B. Vitanyi**-

**CWI**

We introduce algorithmic information theory, also known as the theory of Kolmogorov complexity. We explain this quantitative approach to defining information and discuss the extent to which Kolmogorov's and Shannon's theory have a common purpose.

(

**5371**views)

**The Limits of Mathematics**

by

**Gregory J. Chaitin**-

**Springer**

The final version of a course on algorithmic information theory and the epistemology of mathematics. The book discusses the nature of mathematics in the light of information theory, and sustains the thesis that mathematics is quasi-empirical.

(

**6805**views)

**Around Kolmogorov Complexity: Basic Notions and Results**

by

**Alexander Shen**-

**arXiv.org**

Algorithmic information theory studies description complexity and randomness. This text covers the basic notions of algorithmic information theory: Kolmogorov complexity, Solomonoff universal a priori probability, effective Hausdorff dimension, etc.

(

**1040**views)

**Conditional Rate Distortion Theory**

by

**Robert M. Gray**-

**Information Systems Laboratory**

The conditional rate-distortion function has proved useful in source coding problems involving the possession of side information. This book represents an early work on conditional rate distortion functions and related theory.

(

**4600**views)