Generation of enhanced initial estimates for Hammerstein Systems

Automatica

Volumn 40, Issue 7, 2004, Pages 1269-1273

  Crama, Philippe ^a,b   Schoukens, Johan ^a   Pintelon, Rik ^a  

^a VRIJE UNIVERSITEIT BRUSSEL   (Belgium)

^b RESEARCH FOUNDATION FLANDERS FWO   (Belgium)

Author keywords

Hammerstein system; Initial estimate; Nonlinear system; System identification

Indexed keywords

HAMMERSTEIN SYSTEM; INITIAL ESTIMATE;

COMPUTATIONAL COMPLEXITY; ESTIMATION; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; OPTIMIZATION; PROBLEM SOLVING; RANDOM PROCESSES;

NONLINEAR CONTROL SYSTEMS;

EID: 2442614763     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2004.02.004     Document Type: Article

References (14)

1. Bai E.W. Frequency domain identification of Hammerstein models. IEEE Transactions on Automatic Control. 48(4):2003;530-542.
2. Crama P., Schoukens J. Initial estimates of Wiener and Hammerstein systems using multisine excitation. IEEE Transactions on Instrumentation and Measurement. 50(6):2001;1791-1795.
3. Giri F., Chaoui F.Z., Rochdi Y. Parameter identification of a class of Hammerstein plants. Automatica. 37(5):2001;749-756.
4. Greblicki W. Continuous-time Hammerstein system identification. IEEE Transactions on Automatic Control. 45(6):2000;1232-1236.
5. Hagenblad, A. (1999). Aspects of the identification of Wiener models. Licenciate thesis. Department of Electrical Engineering, Linköping University, Linköping, Sweden.
6. Lang Z.Q. A nonparametric polynomial identification algorithm for the Hammerstein system. IEEE Transactions on Automatic Control. 42(10):1997;1435- 1441.
7. Pardo A., Marco S., Samitier J. Nonlinear inverse dynamic models of gas sensing systems based on chemical sensor arrays for quantitative measurements. IEEE Transactions on Instrumentation and Measurement. 47(3):1998;644-651.
8. Pawlak, M., Pearson, R.K., Ogunnaike, B.A., & Doyle, F.J. (2000). Nonparametric identification of generalized Hammerstein models. In Proceedings of the IFAC conference in Santa Barbara, CA, USA, IFAC.
9. Pintelon R., Schoukens J. System identification - A frequency domain approach. 2001;IEEE Press, New York.
10. Schoukens J., Dobrowiecki T.P., Pintelon R. Parametric and nonparametric identification of linear systems in the presence of nonlinear distortions - a frequency domain approach. IEEE Transactions on Automatic Control. 43(2):1998;176-190.
11. Stoica P. On the convergence of an iterative algorithm used for Hammerstein system identification. IEEE Transactions on Automatic Control. 26(4):1981;967-969.
12. Verhaegen M., Westwick D. Identifying MIMO Hammerstein systems in the context of subspace identification methods. International Journal of Control. 63(2):1996;331-349.
13. Vörös J. Parameter identification of discontinuous Hammerstein systems. Automatica. 33(6):1997;1141-1146.
14. Zhu Y. Estimation of an N-L-N Hammerstein-Wiener model. Automatica. 38(9):2002;1607-1614.