In this class, fundamental tools for system modeling and identification, such as statistics, signal analysis, estimation theory and etc. will be taught and various identification method will be practiced through programming.
Textbook
Rolf Johansson, "System Modeling and Identification", Prentice Hall, 1993
References
- T. Soderstrom and P Stoica, System identification, Prectice Hall Inc., 1989
- L Ljung, Theory and practice of Recursive Identification, MIT Press, 1983
