Digital Signal Processing
Public Concerné
- Have, at least, bac + 2 level in electronics (BTS, DUT, DPCT).
L'avis des auditeurs
Les dernières réponses à l'enquête d'appréciation pour cet enseignement :
Objectifs pédagogiques
- 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
- 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.
En alternance ou en formation continue en journée :
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En formation « à la carte Hors Temps de Travail », en présentiel, à distance ou hybride :
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