Study level
BAC +3
ECTS
5 credits
Component
Faculty of Science
Hourly volume
42h
Description
Signal processing has become an essential science these days: all measurement and information processing applications use signal processing techniques to extract the desired information. This course is designed to develop theoretical and practical notions of signal processing at BAC+3 level. It reinforces and follows on from the "Signal Analysis" UE at BAC+2 level.
Objectives
The aim of this course is to understand and apply the basic concepts and techniques of signal processing to the analysis of analog electronic devices.
Necessary prerequisites
Signal analysis at L2 EEA level
Mathematical concepts: integrals, derivatives, complex numbers (math at L2 level)
Knowledge control
70% final exam + 30% practical work
Syllabus
- Reminder: TF, Dirac, Convolution
- Correlation, Spectral energy and power density
- Signal discretization: discrete Fourier transform, discrete convolution, introduction to signal digitization
- Discrete and continuous proba: random variable, distribution function...
- Notion on random signal
- 4 x 3h practical sessions on topics such as spectral analysis, impulse response, weak signal measurement techniques, FFT