Parameters identification of dual-rate Hammerstein systems based on finite input response models

被引：0
|
作者：
Ke, Qin [1 ]
Jing, Chen [2 ]
机构：
[1] Wuxi Profess Coll Sci & Technol, Wuxi 214028, Peoples R China
[2] Jiangnan Univ, Sch IoT Engn, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
来源：
PROGRESS IN INDUSTRIAL AND CIVIL ENGINEERING, PTS. 1-5 | 2012年 / 204-208卷
关键词：
Parameter estimation; FIR model; Recursive least squares algorithm; Hammerstein system; MULTIRATE SYSTEMS; ALGORITHM;
D O I：
10.4028/www.scientific.net/AMM.204-208.4742
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper studies the parameter estimation for dual-rate Hammerstein systems. The finite input response model is used to approximate the dual-rate Hammerstein systems, and a recursive least squares algorithm is derived to estimate the parameters of the finite input response model. Based on the estimated parameters, the origin parameters of the dual-rate Hammerstein systems can be obtained. An example is provided to show the effectiveness of the proposed method.
引用
收藏
页码：4742 / +
页数：2
相关论文
共 50 条
  • [1] Identification of dual-rate systems based on finite impulse response models
    Ding, F
    Chen, TW
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2004, 18 (07) : 589 - 598
  • [2] A new identification method for dual-rate Hammerstein systems
    Chen, Jing
    Jiang, Bin
    IFAC PAPERSONLINE, 2015, 48 (28): : 853 - 856
  • [3] Highly Efficient Identification Methods for Dual-Rate Hammerstein Systems
    Wang, Dong-Qing
    Liu, Hua-Bo
    Ding, Feng
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2015, 23 (05) : 1952 - 1960
  • [4] Identification of dual-rate Hammerstein system based on MAPSO algorithm
    Sun, Jian-Liang
    Liu, Xing-Gao
    Nanjing Li Gong Daxue Xuebao/Journal of Nanjing University of Science and Technology, 2012, 36 (SUPPL.2): : 24 - 29
  • [5] Outlier robust identification of dual-rate Hammerstein models in the presence of unmodeled dynamics
    Filipovic, Vojislav Z.
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 32 (03) : 1162 - 1179
  • [6] Systems Identification of Hammerstein nonlinear Systems for Dual-rate Sampling and Output Signal Quantized
    Zhang Tao
    Xie Linbo
    Ding Feng
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 785 - 790
  • [7] Maximum likelihood estimation method for dual-rate Hammerstein systems
    Dong-Qing Wang
    Zhen Zhang
    Jin-Yun Yuan
    International Journal of Control, Automation and Systems, 2017, 15 : 698 - 705
  • [8] Maximum likelihood estimation method for dual-rate Hammerstein systems
    Wang, Dong-Qing
    Zhang, Zhen
    Yuan, Jin-Yun
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2017, 15 (02) : 698 - 705
  • [9] System Identification of Dual-rate Hammerstein CARARMA Systems by Multi-innovation Improved Differential Evolution Algorithm
    Zong, Tiancheng
    Li, Junhong
    Lu, Guoping
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2024, 22 (12) : 3792 - 3800
  • [10] A new identification method for dual-rate Wiener systems
    Zhang, Yan
    Chen, Jing
    ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 220-223 : 2109 - +
12345