Wiener-Hammerstein modeling of nonlinear effects in bilinear systems

被引：8
|
作者：
Tan, AH [1 ]
机构：
[1] Multimedia Univ, Fac Engn, Cyberjaya 63100, Malaysia
来源：
IEEE TRANSACTIONS ON AUTOMATIC CONTROL | 2006年 / 51卷 / 04期
关键词：
bilinear systems; block-oriented models; multisine signals; system identification; Wiener-Hammerstein models;
D O I：
10.1109/TAC.2006.872759
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The modeling of nonlinear effects in bilinear systems using Wiener-Hammerstein models is considered. Such models are chosen based on the block-oriented structure of bilinear systems and the shapes of their Volterra kernels. Theoretical analysis is given for first-order bilinear systems, and simulation results are presented for first- and second-order Systems. While the nonlinearity is only approximately Wiener-Hammerstein, the models are able to capture a significant part of the nonlinear dynamics. In order to reduce the complexity of optimizing the model parameters, the linear subsystems are estimated using the technique of linear interpolation in the frequency domain.
引用
收藏
页码：648 / 652
页数：5
相关论文
共 50 条
  • [31] Recursive identification of errors-in-variables Wiener-Hammerstein systems
    Mu, Bi-Qiang
    Chen, Han-Fu
    EUROPEAN JOURNAL OF CONTROL, 2014, 20 (01) : 14 - 23
  • [32] Parameter estimation of Wiener-Hammerstein models
    Emara-Shabaik, HE
    Ahmed, MS
    Al-Ajmi, KH
    JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2001, 44 (01): : 118 - 124
  • [33] Identification of nonlinear Wiener-Hammerstein systems by a novel adaptive algorithm based on cost function framework
    Li, Linwei
    Ren, Xuemei
    ISA TRANSACTIONS, 2018, 80 : 146 - 159
  • [34] Identification of Wiener-Hammerstein systems using the best linear approximation
    Lauwers L.
    Schoukens J.
    Lecture Notes in Control and Information Sciences, 2010, 404 : 209 - 225
  • [35] Fast identification of Wiener-Hammerstein systems using discrete optimisation
    Schoukens, M.
    Vandersteen, G.
    Rolain, Y.
    Ferranti, F.
    ELECTRONICS LETTERS, 2014, 50 (25) : 1942 - 1943
  • [36] Multistage identification of Wiener-Hammerstein system
    Hasiewicz, Zygmunt
    Wachel, Pawel
    Mzyk, Grzegorz
    Kozdras, Bartlomiej
    TRENDS IN ADVANCED INTELLIGENT CONTROL, OPTIMIZATION AND AUTOMATION, 2017, 577 : 527 - 535
  • [37] Recursive Identification for Wiener-Hammerstein System
    Mu Bi-Qiang
    Chen Han-Fu
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 1494 - 1498
  • [38] Recursive Identification for Wiener-Hammerstein Systems Using Instrumental Variable
    Chen Xi
    Fang Hai-Tao
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 3043 - 3048
  • [39] Nonlinear Characteristic of Wideband Coherent Receiver and the Application of Wiener-Hammerstein Model
    Tao, Zhenning
    Ye, Tong
    Su, Xiaofei
    Fan, Yangyang
    Qi, Yanhui
    Nakashima, Hisao
    Hoshida, Takeshi
    2019 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP), 2019,
  • [40] Identification of a Wiener-Hammerstein system using an incremental nonlinear optimisation technique
    Tan, Ai Hui
    Wong, Hin Kwan
    Godfrey, Keith
    CONTROL ENGINEERING PRACTICE, 2012, 20 (11) : 1140 - 1148
12345