Journal
IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume 26, Issue 6, Pages 3630-3644Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2018.2841373
Keywords
Euler's homogeneity relation; homogeneous polynomial Lyapunov-Krasovskii functional (HPLKF); polynomial fuzzy time-delay system (PFTDS); sum-of-squares (SOS); Takagi-Sugeno (T-S) fuzzy model
Funding
- Ministry of Science and Technology, Taiwan [MOST-105-2221-E-027-068-, MOST-106-2221-E-027-009-]
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The H-infinity stabilization problem for polynomial fuzzy time-delay system (PFTDS) is investigated in this paper. First, a polynomial fuzzy controller is proposed to stabilize the PFTDS. Based on Euler's homogeneity relation, homogeneous polynomial Lyapunov-Krasovskii functional, and the developed polynomial slack variable matrices, a novel stabilization condition without the assumption in common use is presented in terms of sum-of-squares (SOS). In order to reduce the conservative and implementation cost, the property of membership function, and the right-hand side technique are adopted. Also, two relaxed H-infinity stabilization conditions for PFTDS, which may or may not share the same fuzzy rules, are proposed. To illustrate the feasibility and merit of the proposed result, three examples are provided. In the first example, a well-known Takagi-Sugeno fuzzy time-delay system is demonstrated to show that the proposed SOS-based methods can provide a longer allowable delay time than do some existing linear matrix inequality based methods. The second and third examples show the validity and feasibility of the proposed results for PFTDS with the same or fewer rule numbers of the polynomial fuzzy controller.
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