Identification of a nonlinear state space model for control using a feature space transformation

Proceedings of ISMA2006: International Conference on Noise and Vibration Engineering

Volumn 6, Issue , 2006, Pages 3331-3342

  Smolders, K ^a   Witters, M ^a   Sas, P ^a   Swevers, J ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

LINEAR TRANSFORMATIONS; MATHEMATICAL TRANSFORMATIONS; STATE SPACE METHODS;

BLACK-BOX IDENTIFICATION; IDENTIFICATION METHOD; IDENTIFICATION PROCEDURE; LINEAR LEAST SQUARES; LINEAR STATE SPACE MODEL; NONLINEAR STATE SPACE MODELS; SEMI-ACTIVE DAMPERS; STATE - SPACE MODELS;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 84897089677     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. M.J. Chrzan, J.D. Carlson; MR Fluid Sponge Devices and their use in Vibration Control of Washing Machines; Proc. SPIE Vol. 4331, p. 370-378, Smart Structures and Materials 2001: Damping and Isolation.
2. A. Isidori; Nonlinear Control Systems, Springer, 3th edition, 1995.
3. A. Isidori; Nonlinear Control Systems II, Springer, 1999.
4. A. Juditsky, H. Hjalmarsson, A. Benveniste, B. Delyon, L. Ljung, J. Sjoberg, Q. Zhang; Nonlinear Black-Box Modeling in System Identification: Mathematical Foundations, Automatica, vol. 31, 1995, pp. 1725-1750.
5. H.K. Khalil; Nonlinear Systems, Pearson Education, 3rd edition, 2000.
6. I. Kollar; Frequency Domain System Identificaton Toolbox V3.3 for Matlab, Gamax Ltd, Budapest, 2005-2006.
7. L. Ljung; System Identification: Theory for the User, Prentice-Hall, Englewood Cliffs, NJ, 1987.
8. H.J Marquez; Nonlinear Control Systems: Analysis and Design, Wiley, 2003.
9. O. Nerrand, P. Roussel-Ragot, L. Personnaz, G. Dreyfus; Neural Networks and Non-Linear Adaptive Filtering: Unifying Concepts and New Algorithms, Neural Computation, vol. 5, 99, pp. 165-197, 1993.
10. R. Pintelon, J. Schoukens; System Identification - a Frequency Domain Approach, IEEE Press, 2001.
11. J. Schoukens, T. Dobrowiecki, R. Pintelon; Parametric and Nonparametric Identification of Linear Systems in the Presence of Nonlinear Distortions - a Frequency Domain Approach, IEEE Transactions on Automatic Control, vol. 43, 1998, pp. 176-190.
12. J. Schoukens, R. Pintelon, Y. Rolain, T. Dobrowiecki; Frequency Response Function Measurements in the Presence of nonlinear Distortions, Automatica, vol. 37, 2001, pp. 939-946.
13. J. Schoukens, R. Pintelon, T. Dobrowiecki, Y. Rolain; Identification of Linear Sytems with Nonlinear Distortions, Automatica, vol. 41, 2005, pp. 491-504.
14. J. Sjoberg, Q. Zhang, L. Ljung, A. Benveniste, B. Delyon, P.-Y. Glorennec, H. Hjalmarsson, A. Juditsky; Nonlinear Black-Box Modeling in System Identification: a Unified Overview, Automatica, vol. 31, 1995, pp. 1691-1724.
15. S. Skogestad, I. Postlethwaite; Multivariable Feedback Control - Analysis and Design, Wiley, 2nd edition, 2005.
16. J.A.K. Suykens, J. Vandewalle; Nonlinear Modeling: Advanced Black-Box Techniques, Springer, 1998.