Number of hours
- Lectures 12.0
- Projects 0
- Tutorials 6.0
- Internship 0
- Laboratory works 0
ECTS
ECTS 1.5
Goal(s)
This course focuses to theoretical description of random signals and analysis methods for their properties. This course is a fundamental basis for any advanced signal processing courses.
Contact Bertrand RIVET, Marion DOHEN, Laurent GIRINContent(s)
This course focuses to theoretical description of random signals and analysis methods for their properties. This course is a fundamental basis for any advanced signal processing courses.
Description and definition
Fundamental properties, correlation
Temporal average and statistical average
Stationnarity and ergodism
Power spectral density
Wiener-Kitchine's theorem
Spectral properties, spectral correlation
Filtering of random signals
Narrow band channel noise
Modulation system performance in presence of noise
Prerequisites
Having followed a course on deterministic signal processing
Test
session 1 - in person :
Written exam
Duration: 2h
1 handwritten sheet of paper authorised
calculator authorised
session 2 - in person :
Written exam
Duration: 2h
1 handwritten sheet of paper authorised
calculator authorised
session 1 - remote :
Devoir maison
rapport à rendre sous 24h
session 2 - remote :
Devoir maison
rapport à rendre sous 24h
session 1 condition normale :
note de l'examen.
session 1 condition confinement :
note du devoir maison.
session 2 condition normale :
note de l'examen.
session 2 condition confinement :
note du devoir maison.
Bibliography
Papoulis : Signal Analysis, Mc Graw-Hill, New York, 1987.