Abstract
This paper addresses the problem of observer-based H∞ control for nonlinear systems with time-varying delay represented by Takagi-Sugeno (T-S) fuzzy model. It presents a single-step linear matrix inequality (LMI) method for the fuzzy control design, which overcomes the drawback of the two-step LMI approach often encountered in the literature. The derivation relies mainly on a proposed matrix decoupling technique using which a resultant matrix inequality can be equivalently converted to strict LMIs. When restricted to delay-free fuzzy systems, the present results improve or reduce to existing ones. Illustrative examples show the effectiveness and merits of the present results.
Original language | English |
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Pages (from-to) | 534-543 |
Number of pages | 10 |
Journal | IEEE Transactions on Fuzzy Systems |
Volume | 16 |
Issue number | 2 |
DOIs | |
Publication status | Published - Apr 2008 |
Externally published | Yes |
Keywords
- H∞ control
- Observer
- Takagi-Sugeno (T-S) fuzzy systems
- Time-delay
ASJC Scopus subject areas
- Control and Systems Engineering
- Computational Theory and Mathematics
- Artificial Intelligence
- Applied Mathematics