J4 ›› 2013, Vol. 51 ›› Issue (03): 465-470.

• 计算机科学 • 上一篇    下一篇

带有时变不确定性连续时间Takagi-Sugeno模糊系统的稳定性判据

李丽芳1, 孟庆元2| 张友3   

  1. 1. 吉林警察学院 信息技术系, 长春 130117; 2. 吉林交通职业技术学院, 长春 130012;3. 东北师范大学 计算机科学与信息技术学院, 长春 130117
  • 收稿日期:2012-09-18 出版日期:2013-05-26 发布日期:2013-05-17
  • 通讯作者: 张友 E-mail:zhangy097@nenu.edu.cn

Stability Criteria for ContinuousTime TakagiSugeno-Fuzzy Systems with TimeVarying Uncertainties

LI Lifang1, MENG Qing yuan2, ZHANG You3   

  1. 1. Department of Information Engineering, Jilin Police College, Changchun 130117, China;2. Jilin Communications Polytechnic, Changchun 130012, China;3. School of Computer Science and Information Technology, Northeast Normal University, Changchun 130117, China
  • Received:2012-09-18 Online:2013-05-26 Published:2013-05-17
  • Contact: ZHANG You E-mail:zhangy097@nenu.edu.cn

摘要:

针对带有时变不确定性连续时间非线性系统的稳定性分析问题, 基于TakagiSugeno模糊模型提出一种新的稳定性判据. 在不确定性系统稳定性分析过程中, 使用参数依赖型Lyapunov函数和两种附加变量引入方法, 该方法能显著增加稳定性分析过程的自由度, 从而获得比已有结果保守性更小的稳定性判据, 且所提出的稳定性判据以线性矩阵不等式(LMI)形式给出, 方便使用. 仿真实验结果表明了该方法的有效性.

关键词: 稳定性分析, T-S模糊模型, 非线性系统, 不确定性系统

Abstract:

A new kind of stability criteria was proposed for addressing the problem of stability analysis of continuoustime nonlinear systems with timevarying uncertainties based on the TakagiSugeno fuzzy model. In the process of stability analysis, a parameterdependent Lyapunov function and two methods for introducing additional variables were used. Since more freedom can be introduced in virtue of the above measures, the obtained stability criteria are less conservative than some existing results. More improtantly, the proposed results are given in terms of linear matrix inequality, which is easily solved via standard numerical software. Finally, a numerical example illustrates the effectiveness of the proposed approach.

Key words: stability analysis; TS fuzzy model, nonlinear systems; uncertain systems

中图分类号: 

  • TP273