Adaptive control of nonlinear Hammerstein model using NLMS filter

被引：0
|
作者：
Shafiq, M [1 ]
Al-Sunni, FM [1 ]
Farooq, SO [1 ]
机构：
[1] King Fahd Univ Petr & Minerals, Dept Syst Engn, Dhahran 31261, Saudi Arabia
来源：
ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3 | 2003年
关键词：
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
A novel technique, using the normalized least mean squares (NLMS) adaptive filter is proposed for adaptive control of the plant dynamics of a nonlinear plant. The nonlinear plant considered belongs to the Hammerstein type of nonlinear system. Stable adaptive controller for a stable discrete time nonlinear plant is designed. The nonlinear plant considered may be non-minimum phase. The controller is composed of an adaptive finite impulse response (FIR) filter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant.
引用
收藏
页码：439 / 442
页数：4
相关论文
共 50 条
  • [21] Identification of Hammerstein nonlinear ARMAX systems using nonlinear adaptive algorithms
    Chaudhary, Naveed Ishtiaq
    Raja, Muhammad Asif Zahoor
    NONLINEAR DYNAMICS, 2015, 79 (02) : 1385 - 1397
  • [22] Active control of nonlinear noise processes using cascaded adaptive nonlinear filter
    George, Nithin V.
    Panda, Ganapati
    APPLIED ACOUSTICS, 2013, 74 (01) : 217 - 222
  • [23] Nonlinear Model Predictive Control of Hammerstein and Wiener Models using Genetic Algorithms
    Al-Duwaish, H
    Naeem, W
    PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA'01), 2001, : 465 - 469
  • [24] Nonlinear model predictive control of SOFC based on a Hammerstein model
    Huo, Hai-Bo
    Zhu, Xin-Jian
    Hu, Wan-Qi
    Tu, Heng-Yong
    Li, Jian
    Yang, Jie
    JOURNAL OF POWER SOURCES, 2008, 185 (01) : 338 - 344
  • [25] An NLMS-type Adaptive Filter Using Multiple Fixed Preconditioning Matrices
    Rortveit, Oyvind Lunde
    Husoy, John Hakon
    ICSES 2008 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS, CONFERENCE PROCEEDINGS, 2008, : 359 - 362
  • [26] A model reference adaptive control scheme for Hammerstein systems
    Yamanaka, O
    Ohmori, H
    Sano, A
    PROCEEDINGS OF THE 35TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1996, : 2986 - 2991
  • [27] The Enhancement of Pulse-echo Ultrasound Signal Using Adaptive Filter with NLMS
    Li, Dongdong
    Wang, Hui
    Deng, Juan
    Zheng, Zheng
    Bu, Zhaohui
    2010 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2010), VOLS 1-7, 2010, : 1050 - 1053
  • [28] Adaptive digital control of Hammerstein nonlinear systems with limited output sampling
    Ding, Feng
    Chen, Tongwen
    Iwai, Zenta
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2007, 45 (06) : 2257 - 2276
  • [29] A circulantly preconditioned NLMS-type adaptive filter
    Husoy, John Hakon
    2007 17TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA, VOLS 1 AND 2, 2007, : 246 - 250
  • [30] A switched variable step size NLMS adaptive filter
    Bershad, Neil J.
    Bermudez, Jose C. M.
    DIGITAL SIGNAL PROCESSING, 2020, 101
12345