Continuous time Hammerstein systems identification by distributions

被引：0
|
作者：
Marin, Constantin [1 ]
Finca, Virginia [1 ]
Zglimbea, Radu [1 ]
机构：
[1] Univ Craiova, Dept Automat Control, Str Al Cuza 13, Craiova, Romania
来源：
ACMOS '08: PROCEEDINGS OF THE 10TH WSEAS INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL, MODELLING AND SIMULATION | 2008年
关键词：
identification; Hammerstein systems; distributions;
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：
The paper presents a procedure for identification continuous-time Hammerstein systems. To improve the representation of the nonlinear functions, the set of basis functions is iteratively refined. It is possible to identify the dominant nonlinearities, applying a singular value decomposition to the input matrix. In our approach, the linear dynamic subsystem is described by a transfer function of a given order and the distribution based identification method is applied.
引用
收藏
页码：282 / +
页数：2
相关论文
共 50 条
  • [21] NONPARAMETRIC IDENTIFICATION OF HAMMERSTEIN SYSTEMS
    GREBLICKI, W
    PAWLAK, M
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1989, 35 (02) : 409 - 418
  • [22] ON IDENTIFICATION OF MULTIVARIATE HAMMERSTEIN SYSTEMS
    Lv, Jiaqing
    Pawlak, Miroslaw
    2010 23RD CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2010,
  • [23] Continuous-time identification of continuous-time systems
    Kowalczuk, Z
    Kozlowski, J
    (SYSID'97): SYSTEM IDENTIFICATION, VOLS 1-3, 1998, : 1293 - 1298
  • [24] Recursive Identification of Time-Varying Hammerstein Systems With Matrix Forgetting
    Dokoupil, Jakub
    Vaclavek, Pavel
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (05) : 3078 - 3085
  • [25] Identification of time-varying Hammerstein systems from ensemble data
    Lortie, M
    Kearney, RE
    ANNALS OF BIOMEDICAL ENGINEERING, 2001, 29 (07) : 619 - 635
  • [26] Identification of Time-Varying Hammerstein Systems from Ensemble Data
    Mireille Lortie
    Robert E. Kearney
    Annals of Biomedical Engineering, 2001, 29 : 619 - 635
  • [27] An Instrumental Variable Approach for the Identification of Time-Varying, Hammerstein Systems
    Guarin, Diego L.
    Kearney, Robert E.
    IFAC PAPERSONLINE, 2015, 48 (28): : 196 - 201
  • [28] Identification of certain time-varying nonlinear wiener and Hammerstein systems
    Nordsjö, AE
    Zetterberg, LH
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (03) : 577 - 592
  • [29] Identification of continuous-time systems
    Rao, GP
    Unbehauen, H
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2006, 153 (02): : 185 - 220
  • [30] Identification of nonlinear continuous-time Hammerstein model via HMF-method
    Daniel-Berhe, S
    Unbehauen, H
    PROCEEDINGS OF THE 36TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 1997, : 2990 - 2995
12345