Observer synthesis for the T-S fuzzy system with uncertainty and output disturbance

Thai Viet Dang, Wen June Wang, Cheng Hao Huang, Chung Hsun Sun, Leh Luoh

研究成果: 雜誌貢獻期刊論文同行評審

16 引文 斯高帕斯(Scopus)

摘要

The paper proposes a novel fuzzy observer synthesis for the Takagi-Sugeno (T-S) fuzzy system with uncertainty and output disturbance. First, an augmented fuzzy model is built by integrating the system state and the output disturbance into a new variable. Then, based on Lyapunov theory and LMIs tools, two main theorems are derived for particular and general cases of fuzzy systems, respectively. In each main theorem, three key conditions are proposed, under which the fuzzy observer is synthesized to estimate the system state and the output disturbance simultaneously. According to the main theorems, a methodical procedure for the fuzzy observer synthesis is also provided. Finally, the effectiveness of the observer is demonstrated by a numerical example.

原文???core.languages.en_GB???
頁(從 - 到)173-183
頁數11
期刊Journal of Intelligent and Fuzzy Systems
22
發行號4
DOIs
出版狀態已出版 - 2011

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