On subspace identification of cascade structured systems

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2010, Pages 2843-2848

  Hägg, Per ^a   Wahlberg, Bo ^a   Sandberg, Henrik ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

CASCADE STRUCTURES; OBSERVABILITY MATRIX; OPTIMAL INPUT DESIGN; SPECIAL STRUCTURE; STATE-OF-THE-ART METHODS; STRUCTURAL INFORMATION; STRUCTURED SYSTEMS; SUBSPACE IDENTIFICATION;

CONTROL ENGINEERING;

EID: 78751604189     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2010.5717248     Document Type: Conference Paper

References (14)

1. L. Ljung, System Identification: Theory for the User, 2nd Edition. Upper Saddle River, New Jersey: Prentice Hall, 1999.
2. P. van Overschee and B. DeMoor, Subspace Identification of Linear Systems: Theory, Implementation, Applications. Kluwer, 1996.
3. B. Wahlberg, M. Jansson, T. Matsko, and M. Molander, "Experiences from subspace system identification - comments from process industry users and researchers," in Modeling, Estimation and Control, Lecture Notes in Information and Control Sciences. Springer, Oct. 2007, pp. 315-327.
4. B. Wahlberg, H. Hjalmarsson, and J. Mårtensson, "Variance analysis for identification of cascade systems," in Decision and Control, 2008. CDC 2008. 47th IEEE Conference on, Dec. 2008, pp. 131-136.
5. B. Wahlberg, H. Hjalmarsson, and J. Mårtensson, "Variance results for identification of cascade systems," Automatica, vol. 45, pp. 1443-1448, Jun. 2009.
6. C. Lyzell, M. Enqvist, and L. Ljung, "Handling certain structure information in subspace identification," in Proceedings of the 15th IFAC Symposium on System Identification, Apr. 2009.
7. T. Van Gestel, J. Suykens, P. Van Dooren, and B. De Moor, "Identi- fication of stable models in subspace identification by using regularization," Automatic Control, IEEE Transactions on, vol. 46, no. 9, pp. 1416-1420, sep 2001.
8. S. Lacy and D. Bernstein, "Subspace identification with guaranteed stability using constrained optimization," Automatic Control, IEEE Transactions on, vol. 48, no. 7, pp. 1259-1263, july 2003.
9. B. Wahlberg and H. Sandberg, "Cascade structural model approximation of identified state space model," in Proceedings IEEE Conference on Decision and Control, Cancun, Mexico, Dec. 2008.
10. B. Wahlberg, H. Hjalmarsson, and J. Mårtensson, "On identification of cascade systems," in 17th IFAC World Congress, Jul. 2008, pp. 5036-5040.
11. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge University Press, 1990.
12. K. Johansson, A. Horch, O. Wijk, and A. Hansson, "Teaching multivariable control using the quadruple-tank process," Decision and Control, 1999. Proceedings of the 38th IEEE Conference on, vol. 1, pp. 807 -812 vol.1, 1999.
13. H. Hjalmarsson, "System identification of complex and structured systems," in European Control Conference, Budapest, Hungary, Aug. 2009, pp. 3424-3452.
14. X. Bombois, G. Scorletti, M. Gevers, P. V. den Hof, and R. Hildebrand, "Least costly identification experiment for control," Automatica, vol. 42, no. 10, pp. 1651-1662, 2006. [Online]. Available: http://www.sciencedirect. com/science/ article/B6V21-4KR85M7-1/2/23969a3b1ef2e293b63428b4d3fc62a7