An optimal two stage identification algorithm for Hammerstein-Wiener nonlinear systems

Proceedings of the American Control Conference

Volumn 5, Issue , 1998, Pages 2756-2760

  Bai, Er Wei ^a  

^a University of Iowa   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA POINTS; HAMMERSTEIN-WIENER SYSTEMS; NONLINEAR ELEMENTS; RECURSIVE LEAST SQUARE (RLS); TWO-STAGE IDENTIFICATION;

IDENTIFICATION (CONTROL SYSTEMS); OPTIMIZATION; WHITE NOISE;

ALGORITHMS;

EID: 84881324699     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.1998.688354     Document Type: Conference Paper

References (10)

1. Bai, E.W. (1997), "An Optimal Two Stage Identification Algorithm for Hammerstein-Wiener Nonlinear Systems,", Technical report, Dept. of ECE, Univ. of Iowa, also to appear in Automatica
2. Billings, S.A. and S.Y. Fakhouri (1978), "Identification of a class of nonlinear systems using correlation analysis,", Proc. of IEE, 125, pp. 691-697
3. Boutayeb, M., H. Rafaralahy and M. Darouach (1996), "A robust and recursive identification method for Hammerstein model,", IF AC World Congress'96, San Francisco, pp. 447-452
4. Chang, F. and R. Luus (1971), "A non-iterative method for identification using Hammerstein model,", IEEE Trans, on Auto. Contr., 16, pp. 464-468
5. Hsia, T. (1976), "A multi-stage least squares method for identifying Hammerstein model nonlinear systems,", Proc. of CDC, Clearwater Florida, pp. 934-938
6. Ljung, L. (1976), "Consistency of the least squares identification method,", IEEE Trans, on Auto. Contr., 21, pp. 779-781
7. Narendra, K.S. and P.G. Gallman (1966), "An iterative method for the identification of nonlinear systems using a Hammerstein model,", IEEE Trans, on Auto. Contr., 11, pp. 546-550
8. Rangan, S., G. Wolodkin and K. Poolla (1995), "Identification methods for Hammerstein systems,", Proc. of CDC, New Orleans, pp. 697-702
9. Stoica, P. (1981), "On the convergence of an iterative algorithm used for Hammerstein system identification,", IEEE Trans, on Auto. Contr., 26, pp. 967-969
10. Zhang, Y.K. and E.W. Bai (1996), "Simulation of spring discharge from a limestone aquifer in Iowa,", Hy-drogeology Journal, 4, pp. 41-54