Decentralized Fuzzy Observer-Based Output-Feedback Control for Nonlinear Large-Scale Systems: An LMI Approach

被引:77
|
作者
Koo, Geun Bum [1 ]
Park, Jin Bae [1 ]
Joo, Young Hoon [2 ]
机构
[1] Yonsei Univ, Dept Elect & Elect Engn, Seoul 120749, South Korea
[2] Kunsan Natl Univ, Dept Control & Robot Engn, Kunsan 573701, Chonbuk, South Korea
基金
新加坡国家研究基金会;
关键词
Decentralized fuzzy control; maximum bound of interconnection; nonlinear large-scale system; observer-based output-feedback; Takagi-Sugeno (T-S) fuzzy model; H-INFINITY CONTROL; CONTROL DESIGN; LYAPUNOV FUNCTION; STABILITY CONDITION; TRACKING CONTROL; STABILIZATION; MODELS;
D O I
10.1109/TFUZZ.2013.2259497
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a decentralized fuzzy control problem for asymptotic stabilization of a class of nonlinear large-scale systems that use an observer-based output-feedback scheme. A Takagi-Sugeno (T-S) fuzzy model is adopted for the nonlinear large-scale system, which has unknown interconnection terms, and a fuzzy controller is separately considered for measurable and nonmeasurable premise variable cases. Sufficient conditions are derived for both asymptotic stabilization and optimization of a maximum bound of interconnection and are formulated in terms of linear matrix inequalities. Finally, numerical examples are provided to verify the effectiveness of the proposed techniques.
引用
收藏
页码:406 / 419
页数:14
相关论文
共 50 条
  • [21] State observer-based adaptive fuzzy output-feedback control for a class of uncertain nonlinear systems
    Wang, Yongfu
    Chai, Tianyou
    Zhang, Yimin
    INFORMATION SCIENCES, 2010, 180 (24) : 5029 - 5040
  • [22] Observer-Based Event-Triggered Adaptive Decentralized Fuzzy Control for Nonlinear Large-Scale Systems
    Cao, Liang
    Li, Hongyi
    Wang, Ning
    Zhou, Qi
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 27 (06) : 1201 - 1214
  • [23] Fuzzy-based output-feedback H∞ control for uncertain nonlinear systems:: an LMI approach
    Besheer, A. H.
    Ernara, H. M.
    Aziz, M. M. Abdel
    IET CONTROL THEORY AND APPLICATIONS, 2007, 1 (04): : 1176 - 1185
  • [24] Adaptive fuzzy decentralized output feedback control for stochastic nonlinear large-scale systems
    Li, Yue
    Li, Yongming
    Tong, Shaocheng
    NEUROCOMPUTING, 2012, 83 : 38 - 46
  • [25] Global regulation of large-scale nonlinear systems via decentralized output-feedback switching control
    Fan, Debao
    Zhang, Xianfu
    Pan, Weihao
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2023, 33 (13) : 7606 - 7622
  • [26] Decentralized disturbance attenuating output-feedback trackers for large-scale nonlinear systems
    Jiang, ZP
    AUTOMATICA, 2002, 38 (08) : 1407 - 1415
  • [27] Adaptive Neural Output-Feedback Decentralized Control for Large-Scale Nonlinear Systems With Stochastic Disturbances
    Wang, Huanqing
    Liu, Peter Xiaoping
    Bao, Jialei
    Xie, Xue-Jun
    Li, Shuai
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (03) : 972 - 983
  • [28] Decentralized adaptive output-feedback control of large-scale time-delay nonlinear systems
    Ye Xudong
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1175 - 1178
  • [29] Decentralized Tracking of Large-Scale Stochastic Nonlinear Systems via Output-Feedback
    Gu, Jiabao
    Wang, Hui
    Li, Wuquan
    IEEE ACCESS, 2022, 10 : 82346 - 82354
  • [30] Decentralized adaptive output-feedback stabilization for large-scale stochastic nonlinear systems
    Liu, Shu-Jun
    Zhang, Ji-Feng
    Jiang, Zhong-Ping
    AUTOMATICA, 2007, 43 (02) : 238 - 251