Stability analysis and synthesis of fuzzy singularly perturbed systems

被引:95
作者
Liu, HP [1 ]
Sun, FC [1 ]
Sun, ZQ [1 ]
机构
[1] Tsinghua Univ, Dept Comp Sci & Technol, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
fuzzy systems; linear matrix inequalities (LMIs); parallel distributed compensation; singular perturbations;
D O I
10.1109/TFUZZ.2004.839660
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we investigate the stability analysis and synthesis problems for both continuous-time and discrete-time fuzzy singularly perturbed systems. For continuous-time case, both the stability analysis and synthesis can be parameterized in terms of a set of linear matrix inequalities (LMIs). For discrete-time case, only the analysis problem can be cast in LMIs, while the derived stability conditions for controller design are nonlinear matrix inequalities (NMIs). Furthermore, a two-stage algorithm based on LMI and iterative LMI (ILMI) techniques I'S developed to solve the resulting NMIs and the stabilizing feedback controller gains can be obtained. For both continuous-time and discrete-time cases, the reduced-control law, which is only dependent on the slow variables, is also discussed. Finally, an illustrated example based on the flexible joint inverted pendulum model is given to illustrate the design procedures.
引用
收藏
页码:273 / 284
页数:12
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