Signal processing - 3AMMA367

A+Augmenter la taille du texteA-Réduire la taille du texteImprimer le documentEnvoyer cette page par mail

Number of hours
- Lectures : 18.0
- Tutorials : 16.5
- Laboratory works : 18.0
ECTS : 4.0

Goals

Skills to know at the end of the class:

Basic understanding of signal theory and signal processing
Ability to design and to characterize linear time invariant systems and continuous and discreet signals
Ability to implement basic methods of processing like spectral analysis, sampling, filtering, correlation.

Contact Romain SIRAGUSA

Content

Chapters
1. Introduction to signal processing

Issues, signals classification, practical examples of signal processing

2. Continuous deterministic signals

Time representation and frequency representation
Fourier transform and Fourier series

3. Filtering and spectrum analysis

Convolution and correlation operators
Energy aspects and Parseval theorem
Frequency filters and apodization

4. Sampling

Shannon theorem
Limits in practice and anti-aliasing filter

5. Discrete deterministic signals

Basic transforms: Tz, dFT, DFT, FFT
Convolution and correlation in discrete time

6. Introduction to digital filtering

Finite impulse filters (FIR)
Infinite impulse filters (IIR)

Laboratory
Session 1: Introduction to Matlab/Simulink
Session 2: Spectrum observation
Session 3: Introduction to digital filters

Prerequisites

analog and numerical electronics basics
Mathematics : complex, integration/derivation, matrix calculus, vectorial space suites.

Tests

cours : examen surprise de cours
Exam : examen de fin de session
TP : travaux pratiques

Additional Information

Course list

Curriculum->EIS (Apprenticeship)->3A_APPRENTI

Team->

Bibliography

[1] Delmas, "Eléments de théorie du signal : les signaux déterministes", Ellipses
[2] Max, "Méthodes et techniques de traitement du signal", Masson.
[3] Bellanger, "Traitement numérique du signal", Masson.
[4] De Coulon, "Théorie et traitement des signaux", Dunod.
[5] Kunt, "Traitement numérique des signaux", Dunod.
[6] Mannevielle-Esqieu, "Théorie du signal et composants", Dunod.
[7] Duroc, "L'essentiel en théorie de traitement du signal, Ellipse.