Backstepping-Based Adaptive Fuzzy Synchronization Control for a Class of Fractional-Order Chaotic Systems with Input Saturation

被引:0
|
作者
Shumin Ha
Heng Liu
Shenggang Li
Aijing Liu
机构
[1] Shaanxi Normal University,College of Mathematics and Information Science
[2] Guangxi University for Nationalities,School of Science
[3] Qufu Normal University,School of Mathematical Sciences
来源
International Journal of Fuzzy Systems | 2019年 / 21卷
关键词
Adaptive fuzzy control; Fractional-order chaotic system; Backstepping control; Input saturation;
D O I
暂无
中图分类号
学科分类号
摘要
In existing backstepping control schemes of fractional-order systems, either using the optional control method or ignoring the fractional-order derivatives of command functions as the analytic calculation of virtual controllers makes the operation becoming prohibitive. This paper proposes an adaptive fuzzy backstepping synchronization control method for a class of factional-order chaotic systems with input saturation and unknown external disturbance, where the fractional-order derivative of the virtual control function is treated as a part of an unknown function. During the backstepping design, the unknown function is approximated by a fuzzy logic system in each step. Then, by using the fractional Lyapunov stability criterion, asymptomatic convergence of the synchronization error can be guaranteed by the proposed control method. Three numerical simulation results confirm the effectiveness of the proposed method.
引用
收藏
页码:1571 / 1584
页数:13
相关论文
共 50 条
  • [41] Adaptive Fractional-Order Backstepping Control for a General Class of Nonlinear Uncertain Integer-Order Systems
    Li, Xinyao
    Wen, Changyun
    Li, Xiaolei
    He, Jinsong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (07) : 7246 - 7256
  • [42] Design of Adaptive Fuzzy Controllers for a Class of Fractional Order Nonlinear MIMO Systems With Input Saturation
    Wang, Changhui
    Gao, Jinwu
    Liang, Mei
    Chai, Yongsheng
    IEEE ACCESS, 2020, 8 : 104590 - 104602
  • [43] Robust Control of a Class of Uncertain Fractional-Order Chaotic Systems with Input Nonlinearity via an Adaptive Sliding Mode Technique
    Tian, Xiaomin
    Fei, Shumin
    ENTROPY, 2014, 16 (02): : 729 - 746
  • [44] Adaptive Fuzzy Variable Structure Control of Fractional-Order Nonlinear Systems with Input Nonlinearities
    Shumin Ha
    Liangyun Chen
    Heng Liu
    International Journal of Fuzzy Systems, 2021, 23 : 2309 - 2323
  • [45] Generalized projective synchronization of the fractional-order chaotic system using adaptive fuzzy sliding mode control
    Wang Li-Ming
    Tang Yong-Guang
    Chai Yong-Quan
    Wu Feng
    CHINESE PHYSICS B, 2014, 23 (10)
  • [46] Adaptive Fuzzy Variable Structure Control of Fractional-Order Nonlinear Systems with Input Nonlinearities
    Ha, Shumin
    Chen, Liangyun
    Liu, Heng
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2021, 23 (07) : 2309 - 2323
  • [47] Generalized projective synchronization of the fractional-order chaotic system using adaptive fuzzy sliding mode control
    王立明
    唐永光
    柴永泉
    吴峰
    Chinese Physics B, 2014, 23 (10) : 68 - 74
  • [48] Command filter-based adaptive finite-time control of fractional-order nonlinear constrained systems with input saturation
    Chen, Lu
    Chen, Fa
    Fang, Jian-an
    ASIAN JOURNAL OF CONTROL, 2024,
  • [49] Projective synchronization for a class of unknown chaotic systems based on adaptive Fuzzy control
    Wu, Zhengfei
    Zuo, Hongkun
    Information Technology Journal, 2013, 12 (01) : 214 - 218
  • [50] A single adaptive controller with one variable for synchronization of fractional-order chaotic systems
    张若洵
    杨世平
    Chinese Physics B, 2012, (08) : 100 - 106