Subsystem identification for nonlinear model updating

Proceedings of the American Control Conference

Volumn 2006, Issue , 2006, Pages 3056-3061

  Palanthandalam Madapusi, Harish J ^a   Gillijns, Steven ^b   De Moor, Bart ^b   Bernstein, Dennis S ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

^b UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

MODEL EQUATIONS; MODEL ERRORS; STATE SPACE FORMS; SUBSYSTEM IDENTIFICATION;

ERROR ANALYSIS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; NONLINEAR CONTROL SYSTEMS; NONLINEAR EQUATIONS;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 34047213241     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. Gillijns and B. De Moor. Model error estimation and modeling for state space models, preprint.
2. Y. Halevi and I. Bucher. Model updating via weighted reference basis with connectivity constraints. J. of Sound and Vibr., 265:561-581, 2003.
3. P. K. Kitanidis. Unbiased Minimum-variance Linear State Estimation. Automated, 23(6):775-578, 1987.
4. S. L. Lacy and D. S. Bernstein. Subspace Identification for Nonlinear Systems That Are Linear in Unmeasured States. In Proc. Conf. Dec. Contr., pages 3518-3523, Orlando, Florida, December 2001.
5. S. Mijanovic, G. E. Stewart, G. A. Dumont, and M. S. Davies. A controller Perturbation Technique for Transferring Closed-Loop Stability Between Systems. Automatica, 39:1783-1791, 2003.
6. S. O. Reza Moheimani. Model correction for sampled-data models of structures. 24(3):634-637, 2001.
7. M. Moonen, B. De Moor, L. Vandenberghe, and J. Vandewalle. On-and Off-Line Identification of Linear State-Space Models. Int. J. Contr., 49(1):219-232, 1989.
8. H. Palanthandalam-Madapusi, J.B. Hoagg, and D. S. Bernstein. Basis-function optimization for subspace-based nonlinear identification of systems with measured-input nonlinearities. In Proc. Amer. Contr. Conf., pages 4788-4793, Boston, MA, July 2004.
9. H. Palanthandalam-Madapusi, E. L. Renk, and D. S. Bernstein. Databased model refinement for linear and hammerstein systems using subspace identification and adaptive disturbance rejection. In Proc. of Conf. on Contr. Appl., Toronto, Canada, August 2005.
10. P. Van Overschee and B. De Moor. Subspace Identification for Linear Systems: Theory, Implementation, Applications. Kluwer, 1996.