Indirect adaptive fuzzy control for a class of nonlinear discrete-time systems

被引：0
|
作者：
Shi Wuxi [1 ]
机构：
[1] Tianjin Polytech Univ, Sch Comp Technol & Automat, Tianjin 300160, Peoples R China
来源：
JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS | 2008年 / 19卷 / 06期
关键词：
nonlinear discrete-time systems; adaptive fuzzy control; stability analysis;
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：
An indirect adaptive fuzzy control scheme is developed for a class of nonlinear discrete-time systems. In this method, two fuzzy logic systems are used to approximate the unknown functions, and the parameters of membership functions in fuzzy logic systems are adjusted according to adaptive laws for the purpose of controlling the plant to track a reference trajectory. It is proved that the scheme can not only guarantee the boundedness of the input and output of the closed-loop system, but also make the tracking error converge to a small neighborhood of the origin. Simulation results indicate the effectiveness of this scheme.
引用
收藏
页码：1203 / 1207
页数：5
相关论文
共 50 条
  • [1] Indirect Adaptive Fuzzy Control for a Class of Nonlinear Discrete-Time Systems
    Shi, Wuxi
    [J]. 2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 3601 - 3605
  • [2] Indirect adaptive fuzzy control for a class of nonlinear discrete-time systems
    Shi Wuxi School of Computer Technology and Automation
    [J]. Journal of Systems Engineering and Electronics, 2008, 19 (06) : 1203 - 1207
  • [3] Indirect adaptive fuzzy control for a class of discrete-time systems
    Spooner, JT
    Ordonez, R
    Passino, KM
    [J]. PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1997, : 3311 - 3315
  • [4] Indirect adaptive fuzzy control of discrete-time nonlinear systems
    Yuan, ZD
    Hou, SH
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 1770 - 1774
  • [5] A New Indirect Adaptive Fuzzy Control for a Class of MIMO Nonlinear Discrete-Time Systems
    Shi Wuxi
    [J]. 2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2903 - 2908
  • [6] Adaptive fuzzy control for a class of discrete-time nonlinear systems
    Han, HG
    Su, CY
    Murakami, S
    [J]. 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE, 2001, : 892 - 895
  • [7] Adaptive Fuzzy Control of a Class of Discrete-Time Nonlinear Systems
    Zhao, Yan
    [J]. 2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 1039 - 1042
  • [8] Synergetic Adaptive Fuzzy Control for a Class of Nonlinear Discrete-time Systems
    Abdelouaheb, Boukhalfa
    Farid, Khaber
    Najib, Essounbouli
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 16 (04) : 1981 - 1988
  • [9] Direct Adaptive Fuzzy Control for a Class of Discrete-time Nonlinear Systems
    Xiao, Zhongming
    Li, Tieshan
    Liu, Fujun
    Yang, Xiaohui
    [J]. 2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2015, : 198 - 202
  • [10] Adaptive Fuzzy Control for a Class of Nonlinear Discrete-Time Systems With Backlash
    Liu, Yan-Jun
    Tong, Shaocheng
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (05) : 1359 - 1365
12345