Adaptive fuzzy output feedback control for SISO nonlinear systems

被引:0
|
作者
Wang, Tao [1 ]
Tong, Shaocheng [1 ]
机构
[1] Liaoning Inst Technol, Dept Math & Phys, Jinzhou 121001, Peoples R China
关键词
fuzzy adaptive control; nonlinear systems; fuzzy observer; stability;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new indirect adaptive fuzzy output feedback control approach is developed for a class of SISO nonlinear systems. The proposed approach does not need the availability of the state variables, but by designing the state observer, the unknown states of nonlinear system can be estimated. The designing of the adaptive fuzzy output feedback controller is combined fuzzy systems and sliding mode control technique, and based on Lyapunov stability theorem, the stability of the whole closed-loop system is rigorously proved. The proposed method is applied to an inverted pendulum system and satisfactory simulation results are achieved.
引用
收藏
页码:51 / 60
页数:10
相关论文
共 50 条
  • [1] Adaptive fuzzy output feedback control for SISO nonlinear systems
    Wang, T
    Tong, SC
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 833 - 838
  • [2] Adaptive fuzzy control with output feedback for H∞ tracking of SISO nonlinear systems
    Rigatos, Gerasimos G.
    [J]. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2008, 18 (04) : 305 - 320
  • [3] Adaptive fuzzy output-feedback control of uncertain SISO nonlinear systems
    Liu, Yan-Jun
    Li, Yuan-Xin
    [J]. NONLINEAR DYNAMICS, 2010, 61 (04) : 749 - 761
  • [4] Adaptive fuzzy output-feedback control of uncertain SISO nonlinear systems
    Yan-Jun Liu
    Yuan-Xin Li
    [J]. Nonlinear Dynamics, 2010, 61 : 749 - 761
  • [5] Fuzzy Adaptive Output Constrained Control for SISO Switched Nonlinear Systems in Pure Feedback Form
    Li Yongming
    Tong Shaocheng
    Sui Shuai
    [J]. 2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 435 - 440
  • [6] Direct Adaptive Fuzzy Control of SISO Nonlinear Systems with Input–Output Nonlinear Relationship
    Faxiang Zhang
    Yimin Li
    Jing Hua
    [J]. International Journal of Fuzzy Systems, 2018, 20 : 1069 - 1078
  • [7] Indirect Adaptive Fuzzy Output Control for SISO Nonlinear Systems with Unknown Control Direction
    Shi, Wuxi
    Chang, Shaoping
    Wang, Hongquan
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 4570 - 4575
  • [8] Fuzzy adaptive output feedback control for MIMO nonlinear systems
    Tong, SC
    Chen, B
    Wang, YF
    [J]. FUZZY SETS AND SYSTEMS, 2005, 156 (02) : 285 - 299
  • [9] Adaptive fuzzy output feedback control for nonlinear MIMO systems
    Tong, SC
    Shi, Y
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1209 - 1213
  • [10] Adaptive Output Feedback Control of Nonlinear SISO Systems via Singular Perturbation Technique
    Yurkevich, Valery D.
    [J]. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 3495 - 3500