An Introduction to Information Theory
An Introduction to Information Theory. Instructor: Prof. Adrish Banerjee, Department of Electrical Engineering, IIT Kanpur. Information Theory answers two fundamental questions: what is the maximum data rate at which we can transmit over a communication link, and what is the fundamental limit of data compression. In this course we will explore answers to these two questions. We will study some practical source compression algorithms. We will also study how to compute channel capacity of simple channels. (from nptel.ac.in)
|Lecture 09 - The Asymptotic Equipartition Property|
In this lecture, we first describe what is a typical sequence. Then we state three properties of typical sequences and prove them. Finally, we state Asymptotic Equipartition Property for discrete time i.i.d. sources.
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