A blind approach to closed-loop identification of Hammerstein systems

被引：20
|
作者：
Wang, J.
Sano, A.
Shook, D.
Chen, T. [1 ]
Huang, B.
机构：
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
[2] Keio Univ, Dept Syst Design Engn, Kohoku Ku, Yokohama, Kanagawa 2238522, Japan
[3] Matrikon Inc, Edmonton, AB T6N 4A3, Canada
[4] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2G6, Canada
来源：
INTERNATIONAL JOURNAL OF CONTROL | 2007年 / 80卷 / 02期
基金：
加拿大自然科学与工程研究理事会; 日本学术振兴会;
关键词：
D O I：
10.1080/00207170601026505
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper is a continuing study of the blind approach for the Hammerstein identification in Sun et al. (1999) and Bai and Fu (2002). In the framework of a closed-loop sampled-data system, the output is sampled faster than the updating period of the input. The parameters of the linear dynamics are consistently estimated from the information of the output only, after which the unmeasurable inner signal is uniquely reconstructed. The noise effect is explicitly considered in both the parameter and inner signal estimation. The estimation of the system orders and time delay are studied on the basis of two groups of basic equations obtained by polyphase decomposition. The proposed blind approach is validated and illustrated by a simulated numerical example.
引用
收藏
页码：302 / 313
页数：12
相关论文
共 50 条
  • [1] Output Error Identification of Closed-loop Hammerstein Systems
    Han, Younghee
    de Callafon, Raymond A.
    [J]. 2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 5774 - 5779
  • [2] Closed-Loop Identification of Nonlinear Hammerstein Model Based on Subspace Approach
    Jeng, Jyh-Cheng
    Chen, Po-An
    [J]. 26TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT B, 2016, 38B : 1521 - 1526
  • [3] Recursive Parsimonious Subspace Identification for Closed-Loop Hammerstein Nonlinear Systems
    Hou, Jie
    Chen, Fengwei
    Li, Penghua
    Sun, Lijie
    Zhao, Fen
    [J]. IEEE ACCESS, 2019, 7 : 173515 - 173523
  • [4] Closed-loop Subspace Predictive Control for Hammerstein systems
    Kulcsar, B.
    van Wingerden, J. W.
    Dong, J.
    Verhaegen, M.
    [J]. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 2604 - 2609
  • [5] Closed-loop subspace identification of Hammerstein-Wiener models
    van Wingerden, Jan-Willem
    Verhaegen, Michel
    [J]. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 3637 - 3642
  • [6] A novel recursive subspace identification approach of closed-loop systems
    Wang, Jia
    Wang, Hong-Wei
    Gu, Hong
    [J]. MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2013, 19 (06) : 526 - 539
  • [7] ADAPTIVE IDENTIFICATION IN CLOSED-LOOP SYSTEMS
    AKSENOV, VM
    PASHCHENKO, FF
    [J]. AUTOMATION AND REMOTE CONTROL, 1980, 41 (10) : 1388 - 1396
  • [8] IDENTIFICATION OF A CLOSED-LOOP OF APERIODIC SYSTEMS
    DINDELEU.D
    [J]. MESURES REGULATION AUTOMATISME, 1974, 39 (05): : 37 - 42
  • [9] Subspace identification of closed-loop systems
    Katayama, T
    [J]. SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5, 2002, : 1517 - 1520
  • [10] Closed-loop identification of Hammerstein systems using hybrid neural model identified by genetic algorithms
    vall, O. M. Mohamed
    Radhi, M.
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 2, PROCEEDINGS, 2006, : 1027 - +
12345