Looking for a System Identification Course

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Jason H. Nicholson
Jason H. Nicholson el 12 de Jul. de 2021
Comentada: Jason Nicholson el 2 de Mayo de 2023
I have struggled getting good results from the System Identification toolbox for years. Does anyone know of a course I can take in System Identification online over the course of a semester or in person over the course of a week?
I have several books I am reading right now along with Ljung's book. I still find the material complex enough that I could use a course.

Respuestas (3)

Jason H. Nicholson
Jason H. Nicholson el 19 de Jul. de 2021
  2 comentarios
Vibhav Gaur
Vibhav Gaur el 1 de Mayo de 2023
Thanks so much for compiling this list of resources!
Jason Nicholson
Jason Nicholson el 2 de Mayo de 2023
You're welcome. :)

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Robbie Murchison
Robbie Murchison el 15 de Jun. de 2022
Hey, I’ve only just started it but I’ve found what seems to be a really good series of videos on YouTube. I think it is connected to a university course. The author is Franky de Bruyne and the playlist is “System Identification; Linear theory”.
Would also recommend Alan Oppenheim, Signals and Systems book for background on convolution and transforms but you might already be beyond that :).
Good luck with your studies and cheers for posting.

Tarunbir Gambhir
Tarunbir Gambhir el 16 de Jul. de 2021
There is a lot of information on System Identification Toolbox in the MathWorks documentations. You can leverage them to explore and learn more about this domain.
In addition you can go through many vidoes recorded which cover different features of this toolbox. For example, Introduction to System Identification might be of help to you.
  1 comentario
Jason H. Nicholson
Jason H. Nicholson el 19 de Jul. de 2021
Editada: Jason H. Nicholson el 19 de Jul. de 2021
I am aware of the level of documentation; I use the PDF documentation, which is 1396 pages in length. I have been through a lot of the doucmentation before and am going through it again now. However, a lot is missing in how you set up your experiment and how noise propagates through your model.
I have already been through all the System Identification videos.
I have owned Lennart Ljung's book for a long time and have read chapters of it. System Identification is a deep enough topic that guidance is needed. I don't find that learning System Identification is a quick self-train topic. Instead, I think a course in the fundamentals is required.

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