AN IMPROVED STABILITY CONDITION FOR T-S FUZZY SYSTEM

摘要：

Stability conditions for T-S fuzzy system based on a common positive definite matrix or a set of positive definite matrices have been proposed in lots of literature. This paper tries to improve the conservatism of those stability conditions.By employing the concept of the efficient mutual non-neighboring rule group (EMNNRG), a sufficient condition is proposed to guarantee quadratic stability of the fuzzy model globally. This condition only requires finding a local common positive definite matrix in each EMNNRG.Moreover, the proposed stability condition includes previous results as special cases. An example is illustrated to show the effectiveness of the proposed stability condition.

关键词： T-S fuzzy system Stability condition Positive definite matrix

作者: YING SUN SONG-TAO ZHANG

作者单位: College of Civil Engineering and Refrigeration Engineering, Harbin University of Commerce, Harbin 15 School of Electronics and Information Engineering, Dalian Jiaotong University, Dalian 116028, China

会议类型: 国际会议

会议名称: 2006 International Conference on Machine Learning and Cybernetics(IEEE第五届机器学习与控制论坛)

会议地点: 大连

会议语种:英文

页码: 517-522

在线出版日期: 2006-08-13（万方平台首次上网日期，不代表论文的发表时间）