Fiches de cours 2017-2018

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Systems and architectures for signal processing

EE-555

Enseignant(s) :

Mattavelli Marco

Langue:

English

Summary

Study of the essential components and implementation technologies of digital signal processing and communication systems from the theoretical, algorithmic and system implementation point of view.

Content

Multimedia algorithms and architectures

Recall of basic elements of video compression theory (coding models and entropy coders), digital TV processing, acquisition and final rendering stages, system requirements, standard and non-standard algorithms, constraints and video architectures. MPEG algorithms and systems architectures, future trends in video and multimedia processing.

Digital integrated systems

Overview of the state of the art of the system components architectures for video and signal processing. System behavior of different types of memories, relation with algorithmic requirements. Features and limits of current and next generation deep-submicron technologies. New challenges of CMOS based processing architectures: low power, many and multi-core platforms.

Practical design case studies

Specification and modeling of simple components of a video system communication component, analysis, optimization of the algorithmic behavior and analysis of the system implementation challenges.

Keywords

signal processing systems, video compression systems, communication systems, system architectu

Learning Prerequisites

Recommended courses

Signal processing; Programming II; Information, Computation, Communication.

Important concepts to start the course

Basic theory of digital signal processing, C/C++ or java programming, basics of digital electronics.

Learning Outcomes

By the end of the course, the student must be able to:

Transversal skills

Teaching methods

Lectures and projects

Expected student activities

Attendance at lectures, reading written material, doing a practical project.

Assessment methods

Written examination assessing theoretical knowledge acquired, evaluation of the project developed in terms of comprehension of the problem and quality of the developed solution (correctness and effectiveness).

Resources

Bibliography

C. Shannon, W. Weaver. The Mathematical Theory of Communication. Univ of Illinois Press, 1949. ISBN 0-252-72548-4.

J. Rissanen, G. G. Langdon: "Universal modeling and coding", IEEE Trans. Inform. Theor, 1981.

Leonardo Chiariglione ed. "The MPEG representation of digital media, Springer, 2012.

I.E.G. Richardson: "H.264 and MPEG-4 Video Compression", Wiley, 2004.

G. De Haan, B. Bellers: De-Interlacing and Overview", Proc. of the IEEE, VOL. 86, NO. 9, SEPTEMBER 1998.

P.A. Sarginson: "MPEG-2 Overview of the systems layer", BBC RD 1996/2.

 

Ressources en bibliothèque
Notes/Handbook

pdf of ex-cathedra slides are available on a web site at each lesson of the course

Prerequisite for

"Information technology" orientation

Dans les plans d'études

Semaine de référence

 LuMaMeJeVe
8-9     
9-10     
10-11     
11-12     
12-13     
13-14     
14-15     
15-16     
16-17ELE111    
17-18    
18-19     
19-20     
20-21     
21-22     
 
      Cours
      Exercice, TP
      Projet, autre

légende

  • Semestre d'automne
  • Session d'hiver
  • Semestre de printemps
  • Session d'été
  • Cours en français
  • Cours en anglais
  • Cours en allemand