Nonparametric methods for the identification of linear parameter varying systems

Proceedings of the IEEE International Symposium on Computer-Aided Control System Design

Volumn , Issue , 2008, Pages 846-851

  Hsu, Kenneth ^a   Vincent, Tyrone L ^b   Poolla, Kameshwar ^c  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b Department of Geology and Geological Engineering   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

A-PRIORI; ASYMPTOTIC CONVERGENCE; CONTROL SYSTEM DESIGNS; IDENTIF ICATION PROBLEM; INTERNATIONAL SYMPOSIUM; LINEAR PARAMETER-VARYING SYSTEMS; LPV SYSTEMS; NON-LINEAR SYSTEM IDENTIFICATION; NON-PARAMETRIC METHODS; NONPARAMETRIC APPROACHES; PARAMETERIZATIONS; SUFFICIENT CONDITIONS;

CONTROL SYSTEMS; NONLINEAR SYSTEMS; PARAMETERIZATION; SYSTEMS ANALYSIS;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 53849142928     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CACSD.2008.4627343     Document Type: Conference Paper

References (11)

1. A. Packard, "Gain scheduling via linear fractional transformations," Systems and Control Letters, vol. 22, pp. 79-92, 1994.
2. L. Lee and K. Poolla, "Identification of linear parameter-varying systems via lfts," Proceedings of the IEEE Conference on Decision and Control, vol. 2, pp. 1545-1550, 1996.
3. _, "Identification of linear parameter-varying systems using nonlinear programming," Journal of Dynamic Systems, Measurement and Control, vol. 121, 1999.
4. F. Felici, J. van Wingerden, and M. Verhaegen, "Subspace identification of mimo lpv systems using a periodic scheduling sequence," Automatica, vol. 43, pp. 1684-1697, 2007.
5. B. Bamieh and L. Giarré, "Identification for linear parameter varying models," Proceedings of the 38th IEEE Conference on Decision and Control, 1999.
6. _, "Identification for a general class of lpv models," Proceedings of the JFAC Conference on System Identification, 2000.
7. _, "Identification for linear parameter varying models," International Journal of Robust and Nonlinear Control, pp. 841-853, 1999.
8. P. Gaspar, Z. Szabo, and J. Bokor, "Continuous-time parameter identification for lpv models using adaptive observers," Proceedings of the 5th IFAC Symposium on Robust Control Design, 2006.
9. M. Sznaier, C. Mazzaro, and T. Inane, "An lmi approach to control oriented identification of lpv systems," Proceedings of the American Control Conference, 2000.
10. K. Hsu, T. Vincent, and K. Poolla, "Structured nonlinear system identification," Submitted to IEEE Transactions on Automatic Control, 2007.
11. L. Ljung, System Identification Theory for the User, 2nd Edition. Upper Saddle River, N.J.: Prentice Hall, 1999.