An efficient approach for reducing the conservatism of LMI-based stability conditions for continuous-time T-S fuzzy systems

作者：Xie Xiang Peng^*; Liu Zhen Wei; Zhu Xun Lin

来源：Fuzzy Sets and Systems, 2015, 263: 71-81.

DOI：10.1016/j.fss.2014.05.020

• Fuzzy systems
• Slack variable technique
• Stability analysis
• Continuous-time Takagi-Sugeno (T-S) fuzzy model

This paper deals with reducing the conservatism of stability conditions for continuous-time T-S fuzzy systems. Previous stability conditions are relaxed by further exploring the properties of the time derivatives of normalized fuzzy weighting functions and by introducing more slack matrix variables. By relying on analysis of the positive and negative characteristics of the time derivatives of normalized fuzzy weighting functions, some redundant terms are removed from the problem formulation. Furthermore, more slack matrix variables are introduced to enlarge the design space. Consequently, less conservative stability conditions are obtained. Finally, a well-known numerical example is provided to illustrate the effectiveness of the proposed result.

• 出版日期2015-3-15
• 单位华中科技大学; 东北大学; 南京邮电大学; 郑州大学