Speciality Tracks : ASI (16 ECTS)

ASI : Automatic Control, Signal and Image

 

Track : Control of Systems Content of courses  : FichesCoursCS.pdf

The aim of this track is to present the most recent results in modern control theory including application of optimization methods in control system design. Analysis and design of nonlinear control systems and structural approach to control will be given. An impotrant topic of the track are advanced industrial control techniques, mainly structures and algorithms of linear and nonlinear model-based predictive control. These are presented within a general framework of a multilayer control structure, consisting of basic control, advanced control and set-point optimization layers.

 

  • Control Methodology (MECOM) - G. Lebret (4 ECTS)
  • Advanced Control of Non Linear Dynamical Systems (SACNL) , A.Glumineau (4 ECTS)
  • Time-delay systems (SAR) -  R.Rabah (4 ECTS)
  • Optimisation convexe and Control (COC) - Ph.Chevrel,M.Yagoubi (4 ECTS)
  • Generalized Dynamic Systems (SDG) – B. Marinescu (4 ECTS)

 

 

Track : Signal and Image processing Content of courses :

This track has the purpose of introducing the most modern tools of signal and image processing (non-stationary analysis, stochastic simulation algorithms, supervised statistical learning, source separation, etc) and their applications to the biomedical domain, but also to satellite imaging, industrial non-destructive testing and speech processing. The focused problems are classification, inverse problems (signal restoration, tomography) as well as image processing and pattern recognition.

 

  • Statistical signal processing and Bayesian estimation (TSSEB) – E. Le Carpentier (4 ECTS)
  • Analysis and representation of signals and images (ARSIM)-S. Moussaoui (4 ECTS)
  • Identification of linear systems (IDSYL)- S. Moussaoui(4 ECTS)
  • Machine learning and data analysis (CLASAP) – M.F. Lucas (4 ECTS)
  • Inverse Problems and Applications (RPINV) - J. Idier (4 ECTS)