Level of Education
Bachelor's degree (BAC +3)
ECTS
5 credits
Training Structure
College of Sciences
Number of hours
42h
Description
Signal processing has become an essential field of study today: All measurement and information processing applications utilize signal processing techniques to extract the desired information. This course unit is designed to develop theoretical and practical concepts in signal processing at the BAC+3 level. It builds upon and follows the "Signal Analysis" course unit at the BAC+2 level.
Objectives
The objective of this course unit is to understand and be able to apply the basic concepts and techniques of signal processing to the analysis of analog electronic devices.
Class Hours
- Signal Processing - LectureLecture3:00 p.m.
- Signal Processing - LabLab12 hours
- Signal Processing - TutorialTutorials3:00 p.m.
Mandatory Prerequisites
Analysis of the L2 EEA Signal Level
Mathematical concepts: integrals, derivatives, complex numbers (L2-level math)
Knowledge Assessment
Final Exam 70% + Lab Work 30%
Course Outline
- Review: TF, Dirac, Convolution
- Correlation, Spectral Energy Density, and Spectral Power Density
- Signal Discretization: Discrete Fourier Transform, Discrete Convolution, Introduction to Signal Digitization
- Discrete and Continuous Probability: Random Variables, Distribution Functions…
- Concept of a Random Signal
- 4 three-hour lab sessions covering topics such as spectral analysis, impulse response, techniques for measuring weak signals, and FFT