Course details
Code
CS-531
Name
Topics in Information theory
Program
Postgraduate
Area
Computer Networks and Telecommunications
Description
1.Entropy, Relative Entropy, and Mutual Information
2.Asymptotic Equipartition Property
3.Data Compression
4.Channel Capacity
5.Differential Entropy
6.Gaussian Channel
7.Rate Distortion Theory
8.Universal Source Coding
9.Network Information Theory
a.Gaussian Multiple-User Channels
b.Multiple-Access Channel
c.Encoding of Correlated Sources
d.Broadcast Channel
e.Relay Channel
f.Source Coding with Side Information
10.Network Coding Theory
11.Scaling laws for wireless networks
Textbooks
"Elements of Information Theory" 2nd edition (2006), Cover & Thomas , Wiley
"A first course in Information Theory", 2002, Raymond Yeung, Springer
ECTS
6
Prerequisites
N/A