On relaxed LMI-based design for fuzzy controllers
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Data
2001-01-01
Autores
Teixeira, MCM
Assuncao, E.
Avellar, R. G.
Título da Revista
ISSN da Revista
Título de Volume
Editor
IEEE
Resumo
Relaxed conditions for stability of nonlinear continuous-time systems given by fuzzy models axe presented. A theoretical analysis shows that the proposed method provides better or at least the same results of the methods presented in the literature. Digital simulations exemplify this fact. This result is also used for fuzzy regulators design. The nonlinear systems are represented by fuzzy models proposed by Takagi and Sugeno. The stability analysis and the design of controllers axe described by LMIs (Linear Matrix Inequalities), that can be solved efficiently using convex programming techniques.
Descrição
Palavras-chave
fuzzy control, control of non-linear systems, T-S fuzzy model, linear matrix inequalities (LMI), quadratic stability
Como citar
10th IEEE International Conference on Fuzzy Systems, Vols 1-3. New York: IEEE, p. 704-707, 2001.