Recursive identification for Hammerstein system with ARX subsystem

被引：0
|
作者：
Zhao, Wen-Xiao [1 ]
Chen, Han-Fu [1 ]
机构：
[1] Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China
来源：
2006 CHINESE CONTROL CONFERENCE, VOLS 1-5 | 2006年
关键词：
Hammerstein system; ARX; nonparametric nonlinearity; recursive estimate; strong consistency; stochastic approximation;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Identification is considered for the Hammerstein system consisting of a static nonlinear block f((.)) followed by an ARX subsystem, when the system output is observed with noise. No assumption is made on the structure of f(.). Recursive estimates are given for coefficients of the ARX subsystem and for the value of f(u) at any u. All estimates are convergent to the true values with probability one. Numerical examples are provided justifying the theoretical analysis.
引用
收藏
页码：1675 / +
页数：2
相关论文
共 50 条
  • [1] Recursive identification for Hammerstein system with ARX subsystem
    Zhao, Wen-Xiao
    Chen, Han-Fu
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2006, 51 (12) : 1966 - 1974
  • [2] Recursive Identification for Hammerstein Systems with Hybrid Static Nonlinearities and Asymmetric ARX
    Zhang Xinliang
    Tan Yonghong
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 6678 - 6681
  • [3] Recursive Identification for Wiener-Hammerstein System
    Mu Bi-Qiang
    Chen Han-Fu
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 1494 - 1498
  • [4] Recursive Identification Method for Hammerstein-Wiener System
    Yang, Xiaolong
    Fang, Hai-tao
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 1945 - 1950
  • [5] Recursive Identification of Hammerstein Models
    Mattsson, Per
    Wigren, Torbjorn
    2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 2498 - 2503
  • [6] Recursive identification of switched ARX systems
    Vidal, Rene
    AUTOMATICA, 2008, 44 (09) : 2274 - 2287
  • [7] Recursive maximum likelihood method for the identification of Hammerstein ARMAX system
    Ma, Liang
    Liu, Xinggao
    APPLIED MATHEMATICAL MODELLING, 2016, 40 (13-14) : 6523 - 6535
  • [8] Recursive Identification for MIMO Hammerstein Systems
    Chen Xing-Min
    Chen Han-Fu
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 6215 - 6220
  • [9] RECURSIVE NONPARAMETRIC IDENTIFICATION OF HAMMERSTEIN SYSTEMS
    GREBLICKI, W
    PAWLAK, M
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1989, 326 (04): : 461 - 481
  • [10] Recursive Identification for MIMO Hammerstein Systems
    Chen, Xing-Min
    Chen, Han-Fu
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 56 (04) : 895 - 902
12345