Output Feedback Stabilization Condition for Nonlinear Systems Using Artificial T-S Fuzzy Model

被引:0
作者
Kim, Dae Young [1 ]
Park, Jin Bae [1 ]
Joo, Young Hoon [2 ]
机构
[1] Yonsei Univ, Dept Elect & Elect Engn, Seoul 120749, South Korea
[2] Kunsan Univ, Dept Control & Robot Engn, Kunsan, South Korea
来源
2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS) | 2012年
关键词
output feedback; linear-matrix inequality(LMI); staircase membership function; Takagi-Sugeno(T-S) fuzzy model; artificial T-S fuzzy model; STABILITY ANALYSIS; 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
This paper presents output feedback stabilization condition for nonlinear using artificial Takagi-Sugeno (T-S) fuzzy systems. Continuous membership functions of the T-S fuzzy model are represented by staircase ones. Stabilization condition in terms of linear-matrix-inequalities (LMIs) formulation is derived using the artificial T-S fuzzy model and Lyapunov function. Controller gains of output feedback T-S fuzzy systems are obtained using LMIs solutions. Finally, simulation example is given to illustrate the merits of the proposed method.
引用
收藏
页码:96 / 100
页数:5
相关论文
共 6 条
[1]  
Chen BS, 2000, IEEE T FUZZY SYST, V8, P249, DOI 10.1109/91.855915
[2]   LMI-Based Stability Analysis for Fuzzy-Model-Based Control Systems Using Artificial T-S Fuzzy Model [J].
Lam, H. K. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2011, 19 (03) :505-513
[3]   Quadratic-Stability Analysis of Fuzzy-Model-Based Control Systems Using Staircase Membership Functions [J].
Lam, H. K. ;
Narimani, Mohammad .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2010, 18 (01) :125-137
[4]   Robust fuzzy control of nonlinear systems with parametric uncertainties [J].
Lee, HJ ;
Park, JB ;
Chen, G .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2001, 9 (02) :369-379
[5]   STABILITY ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEMS [J].
TANAKA, K ;
SUGENO, M .
FUZZY SETS AND SYSTEMS, 1992, 45 (02) :135-156
[6]   Design of output feedback controllers for Takagi-Sugeno fuzzy systems [J].
Yoneyama, J ;
Nishikawa, M ;
Katayama, H ;
Ichikawa, A .
FUZZY SETS AND SYSTEMS, 2001, 121 (01) :127-148