Adaptive Fuzzy Control for a Class of Nonlinear Time-Delay Systems

被引:0
|
作者
Chen, Yizhu [1 ]
Shao, Liyuan [1 ]
Liu, Siwen [1 ]
Zhang, Yanlong [2 ]
Wang, Huanqing [1 ]
机构
[1] Bohai Univ, Sch Math & Phys, Jinzhou 121000, Peoples R China
[2] Tieling Normal Coll, Coll Sci, Tieling, Liaoning, Peoples R China
来源
PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20) | 2020年
基金
中国国家自然科学基金;
关键词
Nonlinear systems; Fuzzy logic systems; Nonstrict-feedback; Backstepping; Time-delays; TRACKING CONTROL; NEURAL-CONTROL; DESIGN;
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
In this work, the adaptive fuzzy tracking control problem is investigated for a class of uncertain nonstrict-feedback nonlinear systems accompanied time-delay terms and unknown virtual control coefficients. Within this scheme, fuzzy logic systems (FLSs) are utilized to approach to the uncertian nonlinear functions and the backstepping technique as well as Lyapunov stability theory are introduced to design the adaptive fuzzy controller. The amount of the online adaptive parameters of the control scheme does not exceed the order of the original system, which is the advantage of the scheme. The results show that the proposed adaptive fuzzy controller can ensure that all signals in the closed-loop system are bounded and the system output tracks the desired reference signals. Finally, the simulation results demonstrate the availability of our put forward control project.
引用
收藏
页码:1125 / 1130
页数:6
相关论文
共 50 条
  • [1] Adaptive fuzzy control for SISO nonlinear time-delay systems
    Qu Zifang
    Du Zhenbin
    Liu Zhaowei
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 4, 2007, : 246 - +
  • [2] Adaptive Output Feedback Control for Nonlinear Time-Delay Systems by Fuzzy Approximation Approach
    Zhou, Qi
    Shi, Peng
    Xu, Shengyuan
    Li, Hongyi
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (02) : 301 - 313
  • [3] ADAPTIVE FUZZY CONTROL FOR NONLINEAR TIME-DELAY SYSTEMS WITH DYNAMICAL UNCERTAINTIES
    Tong, Shaocheng
    Sheng, Ning
    Li, Yongming
    ASIAN JOURNAL OF CONTROL, 2012, 14 (06) : 1589 - 1598
  • [4] A Novel Approach to Adaptive Fuzzy Tracking Control for Uncertain Nonlinear Time-Delay Systems
    Du Zhenbin
    Zhang Jinghui
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 3387 - 3391
  • [5] Variable structure adaptive fuzzy control for a class of nonlinear time-delay systems
    Hua, CC
    Guan, XP
    Duan, GR
    FUZZY SETS AND SYSTEMS, 2004, 148 (03) : 453 - 468
  • [6] Adaptive Fuzzy Control for a Class of Nonlinear Time-delay Systems with Unknown Control Direction
    Li Xiaoqiang
    Wang Dan
    Yao Yubin
    Lan Weiyao
    Peng Zhuohua
    Sun Gang
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 2593 - 2597
  • [7] Adaptive fuzzy tracking control for MIMO uncertain nonlinear time-delay systems
    Du Z.
    Lin T.-C.
    International Journal of Advancements in Computing Technology, 2011, 3 (06) : 10 - 20
  • [8] Adaptive Fuzzy Control for Unknown Nonlinear Time-Delay Systems with Virtual Control Functions
    Guo, Tao
    Liu, Guoying
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2011, 9 (06) : 1227 - 1234
  • [9] Adaptive Fuzzy Control of Strict-Feedback Nonlinear Time-Delay Systems With Unmodeled Dynamics
    Yin, Shen
    Shi, Peng
    Yang, Hongyan
    IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (08) : 1926 - 1938
  • [10] Adaptive Tracking Control for a Class of Unknown Nonlinear Time-Delay Systems Using Nonlinearly Parameterized Fuzzy Approximators
    Li, Ping
    Zhang, Xiaochao
    Jin, Fujiang
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 31 - 36