Brief paper: Convergence of the iterative algorithm for a general Hammerstein system identification

作者: Er-Wei Bai , Kang Li

DOI: 10.1016/J.AUTOMATICA.2010.07.007

关键词:

摘要: … In this paper, convergence results of the iterative algorithm are obtained for a general Hammerstein system. The key step is a regularization procedure in addition to a normalization step…

参考文章(21)
S. Rangan, G. Wolodkin, K. Poolla, New results for Hammerstein system identification conference on decision and control. ,vol. 1, pp. 697- 702 ,(1995) , 10.1109/CDC.1995.479059
L. Sun, W. Liu, A. Sano, Identification of a dynamical system with input nonlinearity IEE Proceedings - Control Theory and Applications. ,vol. 146, pp. 41- 51 ,(1999) , 10.1049/IP-CTA:19990371
Ivan Goethals, Kristiaan Pelckmans, Johan A.K. Suykens, Bart De Moor, Identification of MIMO Hammerstein models using least squares support vector machines Automatica. ,vol. 41, pp. 1263- 1272 ,(2005) , 10.1016/J.AUTOMATICA.2005.02.002
David Westwick, Michel Verhaegen, Identifying MIMO Wiener systems using subspace model identification methods Signal Processing. ,vol. 52, pp. 235- 258 ,(1996) , 10.1016/0165-1684(96)00056-4
David T. Westwick, Robert E. Kearney, Separable least squares identification of nonlinear Hammerstein models: application to stretch reflex dynamics. Annals of Biomedical Engineering. ,vol. 29, pp. 707- 718 ,(2001) , 10.1114/1.1385806
Jozef Vörös, Parameter identification of discontinuous hammerstein systems Automatica. ,vol. 33, pp. 1141- 1146 ,(1997) , 10.1016/S0005-1098(97)00009-5
K. Narendra, P. Gallman, An iterative method for the identification of nonlinear systems using a Hammerstein model IEEE Transactions on Automatic Control. ,vol. 11, pp. 546- 550 ,(1966) , 10.1109/TAC.1966.1098387