General and Less Conservative Criteria on Stability and Stabilization of T-S Fuzzy Systems With Time-Varying Delay
This article deals with the problem of stability and stabilization of Takagi-Sugeno (T-S) fuzzy systems with time-varying delay. First, a novel Lyapunov-Krasovskii functional is constructed, which is dependent on membership functions and takes more information on the time-varying delay into account....
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Veröffentlicht in: | IEEE transactions on fuzzy systems 2023-05, Vol.31 (5), p.1531-1541 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This article deals with the problem of stability and stabilization of Takagi-Sugeno (T-S) fuzzy systems with time-varying delay. First, a novel Lyapunov-Krasovskii functional is constructed, which is dependent on membership functions and takes more information on the time-varying delay into account. Next, based on an N-order free-matrix-based integral inequality and a switching method, a cluster of criteria on the stability and stabilization are obtained for the closed-loop system connected with switching state-feedback controllers. Then, a parameter tuning method and an iterative algorithm are devised to calculate control gains. Finally, three numerical examples including the truck-trailer system are given to show that the proposed criteria can offer less conservative results than some existing ones. |
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ISSN: | 1063-6706 1941-0034 |
DOI: | 10.1109/TFUZZ.2022.3204899 |