DISC Course SYSID 2018

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DISC COURSE SYSTEM IDENTIFICATION – SPRING 2018

Lecturers:
  • Prof. Paul Van den Hof, TU/e, Eindhoven
  • Prof. Johan Schoukens,  VUB, Brussels
  • Prof. Xavier Bombois, CNRS, Lyon
  • Dr. Giulio Bottegal, TU/e, Eindhoven

Start of the course:  9 April 2018. Check the description of the course.

Please register through the DISC website.

Course schedule

  1.  9 April    Paul Van den Hof     Introduction; prediction
  2. 16 April   Paul Van den Hof     Prediction error methods
  3. 23 April  Paul Van den Hof     Asymptotic analysis
  4. 30 April  Giulio Bottegal          Bayesian estimation; machine learning
  5.  7 May     Johan Schoukens     Frequency domain identification
  6.  14 May   Johan Schoukens     Nonlinear identification
  7.  28 May  Xavier Bombois         Experiment design
  8.  4 June   Paul Van den Hof      Closed-loops and dynamic networks

Lecture slides

  1. Lecture 1, Apr 9 2018, Introduction  (PVdH)
  2. Lecture 2, Apr 16 2018, Prediction error method   (PVdH)
  3. Lecture 3, Apr 23 2018, Analysis and additional topics  (PVdH)
  4. Lecture 4, Apr 30 2018, Non-parametric and kernel-based system identification (GB)
  5. Lecture 5, May 7 2018, Frequency domain methods (JS)
  6. Lecture 6, May 14 2018, Nonlinear models (JS)
  7. Lecture 7, May 28 2018, Experiment design (XB)
  8. Lecture 8, June 4 2018, Closed-loop identification (PVdH)

Course material

Student assignments

Assignment 1 (Lectures 1-3).        Issued: 23 April 2018; Deadline: 23 May 2018.

Assignment 2 (Lecture 4) (corr.)           Issued: 15 May 2018; Deadline 15 June 2018

Assignment 3 (Lecture 5-6).         Issued: 14 May 2018; Deadline 14 June 2018.
A choice can be made between either of the two assignments:
1) F-domain identification
2) Nonlinear distortions

Assignment 4 (Lectures 7-8)         Issued: 4 June 2018; Deadline 4 July 2018