Methods
and techniques of system identification
DEPARTMENT FOR
AUTOMATION AND ELECTRONICS
POSTGRADUATE COURSE
POSTGRADUATE COURSE
|
Week
|
TOPICS
|
|
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Identification |
|
1
|
Methods and techniques of system identification |
|
2
|
Identification techniques based on test signals |
|
3
|
Identification methods using correlation functions |
|
4 |
Nonparametric time and frequency domain methods |
|
5
|
Identification using regression and sequential regression techniques |
|
6
|
Identification of parametric models |
|
7 |
Convergence and consistency |
|
8
|
Identification methods and techniques integrated within MATLAB ident toolbox |
|
9
|
Experimental identification using Matlab Ident toolbox |
|
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Recommended
literature Lennart Ljung : " System identification- Theory for the user" , Prentice Hall, 1999 |
