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SysIdFreq

System identification in frequency domain

We will implement the exercises in the two books of Schoukens to help unterstanding the key ideas of identification in frequency domain.

Questions:

  • which estimator should we use?
  • how should we design the experiment?
  • what is the best approximation of nonlinear systems in frequency domain?
  • how to connect the field of SysId and robust control?

Update 26.08.2022

Unfortunately, I had eventually decided to do this project in a private way, since the internal measurement at our institut was used to validate those algorithms. The most important lesson I learned: the true model does NOT exist.

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