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
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
  • [2] Identification of Hammerstein systems with continuous nonlinearity
    Chen, Jing
    Wang, Xiuping
    INFORMATION PROCESSING LETTERS, 2015, 115 (11) : 822 - 827
  • [3] A hybrid metaheuristic algorithm for identification of continuous-time Hammerstein systems
    Jui, Julakha Jahan
    Ahmad, Mohd Ashraf
    APPLIED MATHEMATICAL MODELLING, 2021, 95 : 339 - 360
  • [4] Fully parametric identification for continuous time fractional order Hammerstein systems
    Wang, Jiachang
    Wei, Yiheng
    Liu, Tianyu
    Li, Ang
    Wang, Yong
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2020, 357 (01): : 651 - 666
  • [5] Identification by Distributions of Continuous Time Systems with Nonlinear Feedback
    Marin, Constantin
    Selisteanu, Dan
    Sendrescu, Dorin
    Finca, Virginia
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON SYSTEMS THEORY AND SCIENTIFIC COMPUTATION (ISTAC'08): NEW ASPECTS OF SYSTEMS THEORY AND SCIENTIFIC COMPUTATION, 2008, : 300 - +
  • [6] Continuous-time Hammerstein system identification
    Greblicki, W
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (06) : 1232 - 1236
  • [7] A new identification method for continuous-time fractional order Hammerstein systems
    Zhang, Zhaoming
    Mi, Wen
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 1434 - 1438
  • [8] Identification of continuous-time Hammerstein systems by simultaneous perturbation stochastic approximation
    Ahmad, Mohd Ashraf
    Azuma, Shun-ichi
    Sugie, Toshiharu
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 43 : 51 - 58
  • [9] Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions
    Mi, Wen
    Zhang, Liming
    Zheng, Wei Xing
    Zhang, Sheng
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (12) : 8044 - 8051
  • [10] ALTERNATING MINIMIZATION APPROACH FOR IDENTIFICATION OF PIECEWISE CONTINUOUS HAMMERSTEIN SYSTEMS
    Kuroda, Hiroki
    Yamagishi, Masao
    Yamada, Isao
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 4389 - 4393