Program

The M2 ATSI aims to train students to address academic and industrial research topics of a high scientific level in the domains of systems and control, signal and image processing. The courses focus on methodological foundations and recent developments in these fields, which intervene directly or indirectly in many disciplines such as optics, medicine, robotics, energy, automotive… The curriculum also trains student to research work through dedicated teaching initiatives (seminars, bibliographic work, project, etc.) and a strong involvement of the associated research laboratories. Part of the training is given in English.

Starting in September 2020, we will be offering a renovated curriculum. A detailed description of the courses can be found here: French / English.

1st Semester (24 ECTS):

2 mandatory courses :

  • Mathematical tools for control, signal and image processing (2 ECTS)
  • Initiation to research (6 ECTS)

4 elective courses among :

  • Control of multivariable linear systems (4 ECTS)
  • Estimation (4 ECTS)
  • Optimization (4 ECTS)
  • Signal representation and sparse coding (4 ECTS)
  • Stability of nonlinear systems (4 ECTS)
  • Signal processing and imaging systems (4 ECTS)

2nd Semester (36 ECTS):

4 elective courses among :

  • Machine learning (4 ECTS)
  • Model predictive control (4 ECTS)
  • Control and structural properties of nonlinear systems (4 ECTS)
  • Control for robotics (4 ECTS)
  • Robust statistics for signal processing (4 ECTS)
  • Medical imaging (4 ECTS)
  • Advanced methods in image processing (4 ECTS)
  • Inverse problems (4 ECTS)
  • Hybrid systems (4 ECTS)
  • Multi-agent systems (4 ECTS)

1 internship of minimum duration of 4 months in academic or industrial environment. (20 ECTS)