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MTS-011
Signal and data processing - 2022

Signal processing: Conventional Techniques

OBJECTIVE :

This course enables future users of signal processing to acquire the essential basic methods and their rules of use.

COURSE DURATION AND TIMETABLE :

The course lasts 5 days (35 hours) and includes:

  • 21 hours of lectures
  • 4 practical work sessions on Matlab

GENERAL APPROACH :

The course is intended to provide future users (engineers, physicists) with modern methods of signal processing, the essential basis for their use.

Emphasis will be placed on the implementation of the methods, their limits (pitfalls to be avoided) and the interpretation of the results; the theoretical principles will be reduced to the minimum necessary to understand the methods.

PREREQUISITE :

Course level: Basic/Advanced

Basic knowledge of mathematics, with some knowledge of the LAPLACE transform. Knowledge of the fundamentals of probability theory is also desirable.

COURSE DIRECTOR(S) :

Axel GARCIA PENA:

Lecturer-Researcher in Signal Processing at SIGNAV, École Nationale de l’Aviation Civile (ENAC), Toulouse.

 

CONTENT :

  • Deterministic signals and random signals
    • Fourier Transformation
    • Power, energy
    • Correlation function, spectrum
    • Convolution, filtering
  • Signal digitization
    • Sampling, Shannon's theorem
    • Quantification, quantization error
    • Discrete Fourier Transform (DFT)
    • Fast Fourier Transform (FFT)
  • Digital filtering
    • Z transform
    • Finite Impulse Response (FIR) Filters
    • Infinite Impulse Response (IIR) Filters
    • Installation
  • Estimation
    • Signal parameters: average and power
    • Correlation functions
    • Spectral Density of Power (DSP)
  • New estimation methods
    • Parametric models
    • Auto-Regressive (AR), Moderate-Adjusted (MA) Methods
    • Prony analysis
    • Subspace methods (Pisarenko, MUSIC, etc.)
  • Each section is illustrated by CAI in the computer room

WHEN AND WHERE :

Scheduled in French:

TOULOUSE: 30 May to 3 June, 2022

 

For the English realization, please, consult us.

COURSE FEES :

€2,670 excluding tax (20% VAT)

See general terms

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