This course covers modern methods for identifying system parameters and/or physical models from the measured input and output data. It focuses on system theory-based identification techniques, which yields a unique maximum-order realization for noise-free data. Applications involve the second-order vibratory systems, and if necessary will cover parabolic systems as well.
Reference Books
1. J. Juang: Applied System Identification.
2. G. Strang: Wavelets and Filter Banks.
3. A. Hyvarinen, J. Karhunen, E. Oja: Independent Component Analysis.
4. N. E. Huang, S. S. P. Shen: Hilbert-Huang transform and its applications.
Instructors
K. C. Park
Office: ME 4111
Telephone: 042-350-5257
E-mail: k.c.park@kaist.ac.kr
Youngjin Park
Office: ME 4108
Telephone: 042-350-3036
E-mail: yjpark@kaist.ac.kr
TA
TBD
Office:
Telephone:
E-mail: TBD
Class Room and Hours
Room: OSE307
When: Monday 10:00- 11:50 a.m. and Wednesday 10:00-10:50
