Decentralized stabilization of neural network linearly interconnected systems via T-S fuzzy control

被引：4
|
作者：
Hsiao, Feng-Hsiag
Liang, Yew-Wen
Xu, Sheng-Dong
Lee, Gwo-Chuan
机构：
[1] Natl Taiwan Univ, Dept Elect Engn, Tainan 700, Taiwan
[2] Natl Chiao Tung Univ, Dept Elect & Control Engn, Hsinchu 30010, Taiwan
[3] Natl United Univ, Dept Comp Sci & Informat Engn, Kung Ching Li 360, Miaoli, Taiwan
来源：
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME | 2007年 / 129卷 / 03期
关键词：
D O I：
10.1115/1.2234492
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The stabilization problem is considered in this study for a neural-network (NN) linearly interconnected system that consists of a number of NN models. First, a linear difference inclusion (LDI) state-space representation is established for the dynamics of each NN model. Then, based on the LDI state-space representation, a stability criterion in terms of Lyapunovs direct method is derived to guarantee the asymptotic stability of closed-loop NN linearly interconnected systems. Subsequently, according to this criterion and the decentralized control.scheme, a set of Takagi-Sugeno (T-S) fuzzy controllers is synthesized to stabilize the NN linearly interconnected system.. Finally, a numerical example with simulations is given to demonstrate the concepts discussed throughout this paper.
引用
收藏
页码：343 / 351
页数：9
相关论文
共 50 条
  • [1] Decentralized stabilization of fractional order T-S fuzzy interconnected systems with multiple time delays
    Li, Yuting
    Li, Junmin
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (01) : 319 - 331
  • [2] Stabilization of interconnected T-S fuzzy systems using LMIs
    Benzaouia, Abdellah
    El Younsi, Laila
    El Hajjaji, Ahmed
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2016, : 1154 - 1158
  • [3] Robust decentralized control for T-S uncertain fuzzy interconnected systems with time-delay
    Wang, Tao
    Qu, Lian-Jiang
    [J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 631 - +
  • [4] Stability and Stabilization Analysis for T-S Interconnected Fuzzy Systems Using LMIs
    Benzaouia, Abdellah
    El Younsi, Laila
    El Hajjaji, Ahmed
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2019, 38 (10) : 4504 - 4525
  • [5] Finite-Time Decentralized Control of IT2 T-S Fuzzy Interconnected Systems With Discontinuous Interconnections
    Wang, Zhanshan
    Rong, Nannan
    Zhang, Huaguang
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (09) : 3547 - 3556
  • [6] Fuzzy Neural Network Adaptive Robust Control of a Class of Nonlinear Interconnected System Based on T-S Fuzzy Model
    Zhang, Yan-xin
    [J]. 2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 2561 - 2564
  • [7] Decentralized Dissipative Filtering for Delayed Nonlinear Interconnected Systems Based on T-S Fuzzy Model
    Liu, Yajuan
    Fang, Fang
    Park, Ju H.
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 27 (04) : 790 - 801
  • [8] Robust stabilization of nonlinear time-delay interconnected systems via decentralized fuzzy control
    Tong, Shaocheng
    Tong, Shuo
    Zhang, Qingling
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (07): : 1567 - 1582
  • [9] Decentralized Networked Stabilization for Interconnected Nonlinear Systems: A Fuzzy Control Approach
    Yang, Dedong
    Cai, Kai-Yuan
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 4823 - 4828
  • [10] Robust Stabilization for T-S Fuzzy Control Systems with Parametric Uncertainties via LMI Approach
    Chen, Zhaona
    Bin, Liu
    Jing, Yuanwei
    [J]. 2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 3398 - 3402
12345