Digital Signal Processing
Public Concerné
- Have, at least, bac + 2 level in electronics (BTS, DUT, DPCT).
Objectifs pédagogiques
In this course we address:
- Analog to digital signal conversion concept,
- Sampling and analog to digital conversion
- Discrete signal Fourier and FFT analysis,
- FIR and IIR filtering,
- Introduction to random signal processing,
- Adaptive filters.
Capacité et compétences acquises
- Provide the basics of digital signal processing, making the connection between theoretical analysis and applications.
- Be able to design and implement a processing device or software.
- Design and build a digital signal processing device.
Contenu de la formation
Learning OutcomesBy the end of this course, the students will be able to:
- characterize the main elements of a digital signal processing scheme, including ADC, DAC, anti-aliasing filter and reconstruction filter,
- compute the discrete Fourier transform, the z-transform of discrete signal,
- implement digital filters of the FIR or IIR type, and study the stability and the phase behavior of digital filters,
- compute the auto-correlation, cross correlation and PSD of discrete random signals,
- understand the need for designing an adaptive digital filter with coefficients computed based on LMS or RLS algorithm.
- use Matlab for simulations of digital signal processing.
- Introduction
- Sampling, ADC and DAC,
- Discrete Fourier transform, FFT and z-transform,
- FIR filtering
- Design of FIR filters and applications
- IIR filtering
- Design of IIR filters and applications
- Introduction to discrete random signal processing,
- Adaptive filters
- Project: students will be asked to put in practice assimilated notions to carry out a project describing a practical application. This project will be developed using MATLAB and dedicated digital signal processing platforms.
Description des modalités de validation
- Project mark plus final exam.
Prévisions d'ouverture
| Groupe | Semestre | Modalité | État d'ouverture | Date du premier cours | Lieux | ||
|---|---|---|---|---|---|---|---|
| USEEJ2 | Digital Signal Processing | 4 | Cours de Jour | - | - | - | - |
Voir les dates et horaires, les lieux d'enseignement et les modes d'inscription sur les sites internet des centres régionaux qui proposent cette formation
