Academic Year 2019/2020
- Docente: Giovanni Emanuele Corazza
- Credits: 6
- SSD: ING-INF/03
- Language: English
- Teaching Mode: Traditional lectures
- Campus: Bologna
- Corso: Second cycle degree programme (LM) in Telecommunications Engineering (cod. 9205)
Learning outcomes
At the end of this course, the student will have knowledge of the essential constructs underpinning Communication Theory and its application in telecommunications systems. In particular, the student will master the fundamentals of Information Theory, Decision Theory, and Estimation Theory, as well as their practical application to Channel Coding for error protection.
Course contents
Part I
1) Introduction to Information Theory
2) Capacity and channel coding theorem
3) Information Theory for continuous random variables
Part II
4) Block coding
5) Convolutional coding
6) Digital modulation techniques
Part III
7) Decision theory
8) Estimation theory
9) Estimation of auxiliary parameters
10) Detection in digital receivers
11) Detection in the presence of memory: decoding
12) Network Information Theory
Readings/Bibliography
Mandatory:
- Course handouts
Optional:
- T.M. Cover, J.A.Thomas, Elements of Information Theory, New York, Wiley, 1991.
- Van Trees, Harry L. Detection, estimation, and modulation theory, part I: detection, estimation, and linear modulation theory. John Wiley & Sons, 2004.
Teaching methods
Lectures and practical examples. Attending all classes and taking personal notes is highly recommended. Group work can be exploited as needed on specific application examples.
Assessment methods
The final exam is organised as an oral verification.
During the colloquium, both practical and theoretical questions will be formulated.
The student is expected to show familiarity with the fundamental concepts of communications theory, with an ability to prove statements and apply the concepts to practical applications.
Office hours
See the website of Giovanni Emanuele Corazza
SDGs
This teaching activity contributes to the achievement of the Sustainable Development Goals of the UN 2030 Agenda.