Identification of nonlinear systems in the presence of unknown but bounded disturbances

IEEE Transactions on Automatic Control

Volumn 45, Issue 8, 2000, Pages 1503-1507

  Boutayeb, M ^a  

^a CENTRE DE RECHERCHE EN AUTOMATIQUE DE NANCY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; LEAST SQUARES APPROXIMATIONS; PARAMETER ESTIMATION; RECURSIVE FUNCTIONS; SYSTEM STABILITY;

BOUNDED DISTURBANCES; RECURSIVE IDENTIFICATION;

NONLINEAR CONTROL SYSTEMS;

EID: 0034247361     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/9.871759     Document Type: Article

References (14)

1. G. Belforte, B. Bona, and V. Cerone, "Parameter estimation algorithms for a set-membership description of uncertainty," Automatica, vol. 26, no. 5, pp. 887-898, 1990.
2. S. A. Billings and S. Y. Fakhouri, "Identification of systems containing linear dynamic and static non linear element," Automatica, vol. 18, no. 1, pp. 15-26, 1982.
3. M. Boutayeb and M. Darouach, "Recursive identification method for MISO Wiener-Hammerstein model," IEEE Trans. Automat. Contr., vol. 40, no. 2, pp. 287-291, 1995.
4. S. Dascupta and Y. Huang, "Asymptotically convergent modified recursive least squares with data dependent updating and forgetting factor for systems with bounded noise," IEEE Trans. Inform. Theory, vol. IT-33, no. 3, pp. 383-391, 1987.
5. E. Fogel and Y. F. Huang, "On the value of information in system identification-bounded noise case," Automatica, vol. 26, no. 4, pp. 651-677, 1982.
6. R. Haber and H. Unbehauen, "Structure identification of nonlinear dynamic systems - A survey on input/output approaches," Automatica, vol. 26, no. 4, pp. 651-677, 1990.
7. M. Milanese and G. Belforte, "Estimation theory and uncertainty intervals evaluation in presence of unknown but bounded errors. Linear families of models and estimators," IEEE Trans. Automat. Contr., vol. 27, pp. 408-414, 1982.
8. J. P. Norton, "Identification and application of bounded-parameter models," Automatica, vol. 23, no. 4, pp. 497-507, 1987.
9. Y. Song and J. W. Grizzle, "The extended Kalman filter as a local asymptotic observer for nonlinear discrete-time systems," J. Math., Estimation, Contr., vol. 5, no. 1, pp. 59-78, 1995.
10. G. Tan, G. C, G. Wen, and Y. C. Soh, "Identification for systems with bounded noise," IEEE Trans. Automat. Contr., vol. 42, no. 7, pp. 996-1001, 1997.
11. M. Milanese and A. Vicino, "Estimation theory for nonlinear models and set membership uncertainty," Automatica, vol. 27, no. 2, pp. 403-408, 1991.
12. L. Jaulin and E. Walter, "Set inversion via interval analysis for nonlinear bounded-error estimation," Automatica, vol. 29, no. 4, pp. 1053-1064, 1993.
13. E. Walter and L. Pronzato, Identification of Parametric Models, from Experimental Data. Berlin, Germany: Springer, 1997.
14. L. Ljung and T. Söderström, Theory and Practice of Recursive Identification. Cambridge, MA: MIT Press, 1983.