Nonlinear system identification using Hammerstein and nonlinear feedback models with piecewise linear static maps. 1. Theory
作者： T.H. Van Pelt , D.S. Bernstein
关键词:
摘要: We consider nonlinear identification using a Hammerstein/nonlinear feedback model with piecewise linear static maps. Our method uses point-slope parameterization of the nonlinearity that leads to computationally tractable optimization problem. The simultaneously approximates dynamic and blocks model.
sci-hub.se 参考文章(2)
S.A. Billings, Identification of nonlinear systems - a survey IEE Proceedings D Control Theory and Applications. ,vol. 127, pp. 272- 285 ,(1980) , 10.1049/IP-D:19800047
Er-Wei Bai, An optimal two stage identification algorithm for Hammerstein-Wiener nonlinear systems american control conference. ,vol. 5, pp. 27- 34 ,(1998) , 10.1007/978-1-84996-513-2_3