Delay-dependent decentralised H ∞ filtering for fuzzy interconnected systems with time-varying delay based on Takagi–Sugeno fuzzy model
- Author(s): Hongbin Zhang 1 ; Guanjie Yu 1 ; Chenhui Zhou 1 ; Chuangyin Dang 2
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View affiliations
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Affiliations:
1:
School of Electronic Engineering, University of Electronic Science and Technology of China Chengdu, Sichuan 611731, People's Republic of China;
2: Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong
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Affiliations:
1:
School of Electronic Engineering, University of Electronic Science and Technology of China Chengdu, Sichuan 611731, People's Republic of China;
- Source:
Volume 7, Issue 5,
21 March 2013,
p.
720 – 729
DOI: 10.1049/iet-cta.2012.0381 , Print ISSN 1751-8644, Online ISSN 1751-8652
This study focuses on the problem of delay-dependent H ∞ filter design for non-linear interconnected systems with time-varying delays via Takagi–Sugeno fuzzy models. Based on the delay-dependent fuzzy Lyapunov–Krasovskii functional and the fuzzy-free weighting matrix technique, the delay-dependent stability and a prescribed H ∞ performance index are guaranteed for the overall filtering-error system. In addition, a sufficient condition for the existence of such a filter is established by using linear matrix inequalities that are numerically feasible. Finally, two examples are given to demonstrate the effectiveness and advantage of the proposed approach.
Inspec keywords: nonlinear systems; delays; H∞ filters; multivariable systems; time-varying systems; interconnected systems; Lyapunov methods; linear matrix inequalities; fuzzy set theory; H∞ filters
Other keywords: filtering error system; fuzzy free weighting matrix technique; H∞ performance index; nonlinear interconnected systems; linear matrix inequalities; delay dependent decentralised H∞ filtering; delay dependent fuzzy Lyapunov-Krasovskii functiona; Takagi-Sugeno fuzzy model; time-varying delay; fuzzy interconnected systems; delay dependent decentralised H∞ filtering; H∞ performance index
Subjects: Combinatorial mathematics; Filtering methods in signal processing; Algebra; Signal processing theory; Combinatorial mathematics; Algebra
References
-
-
1)
-
18. Yue, H., Li, J.: ‘Output-feedback adaptive fuzzy control for a class of non-linear time-varying delay systems with unknown control directions’, IET Control Theory Appl., 2012, 6, (9), pp. 1266–1280 (doi: 10.1049/iet-cta.2011.0226).
-
-
2)
-
9. Lin, C., Wang, Q.G., Lee, T.H., He, Y.: ‘Fuzzy weighting-dependent approach to H∞ filter design for time delay fuzzy systems’, IEEE Trans. Signal Process., 2007, 55, (6), pp. 2746–2751 (doi: 10.1109/TSP.2007.893761).
-
-
3)
-
28. An, J., Wen, G., Lin, C., Li, R.: ‘New results on a delay-derivative-dependent fuzzy H∞ filter design for T–S fuzzy systems’, IEEE Trans. Fuzzy Syst., 2011, 19, (4), pp. 770–779 (doi: 10.1109/TFUZZ.2011.2123900).
-
-
4)
-
15. Su, Y.K., Chen, B., Lin, C., Zhang, H.G.: ‘A new fuzzy H∞ filter design for nonlinear continuous-time dynamic systems with time-varying delays’, Fuzzy Sets Syst., 2009, 160, pp. 3539–3549 (doi: 10.1016/j.fss.2009.07.003).
-
-
5)
-
13. Takagi, T., Sugeno, M.: ‘Fuzzy identification of systems and its application to modeling and control’, IEEE Trans. Syst. Man. Cybern., 1985, 15, pp. 116–132 (doi: 10.1109/TSMC.1985.6313399).
-
-
6)
-
19. Tong, S., Li, Y., Feng, G., Li, T.: ‘Observer-based adaptive fuzzy backstepping dynamic surface control for a class of non-linear systems with unknown time delays’, IET Control Theory Appl., 2012, 5, (12), pp. 1426–1438 (doi: 10.1049/iet-cta.2010.0632).
-
-
7)
-
2. Wang, W.J., Mau, L.G.: ‘Stabilization and estimation for perturbed discrete time-delay large-scale systems’, IEEE Trans. Autom. Control, 1997, 42, (9), pp. 1277–1282 (doi: 10.1109/9.623092).
-
-
8)
-
27. Hale, J.K., Verduyn Lunel, S.M.: ‘Introduction to functional differential equations’ (Springer–Verlag, New York, 1993).
-
-
9)
-
4. Wang, W.J., Lin, W.W.: ‘Decentralized PDC for large-scale T–S fuzzy systems’, IEEE Trans. Fuzzy Syst., 2005, 13, (6), pp. 779–786 (doi: 10.1109/TFUZZ.2005.859309).
-
-
10)
-
16. Zhang, H.B., Shen, Y.Y., Feng, G.: ‘Delay-dependent stability and H∞ control for a class of fuzzy descriptor systems with time-delay’, Fuzzy Sets, Syst., 2009, 160, (12), pp. 1689–1707 (doi: 10.1016/j.fss.2008.09.014).
-
-
11)
-
7. Zhang, H.B., Li, C.G., Liao, X.F.: ‘Stability analysis and H∞ controller design of fuzzy large-scale systems based on piecewise Lyapunov functions’, IEEE Trans. Syst., Man, Cybern. B, Cybern., 2006, 36, (3), pp. 685–698 (doi: 10.1109/TSMCB.2005.860133).
-
-
12)
-
5. Liu, X.W., Zhang, H.B.: ‘Delay-dependent robust stability of uncertain fuzzy large-scale systems with time-varying delays’, Automatica, 2008, 44, (1), pp. 193–198 (doi: 10.1016/j.automatica.2007.05.001).
-
-
13)
-
20. Zhang, H.B., dang, C.Y., Li, C.G.: ‘Decentralized H∞ filter design for discrete-time interconnected fuzzy systems’, IEEE Trans. Fuzzy Syst., 2009, 17, (6), pp. 1428–1440 (doi: 10.1109/TFUZZ.2009.2033792).
-
-
14)
-
10. Xu, S., Lam, J.: ‘Exponential H∞ filter for uncertain Takagi–Sugeno fuzzy systems with time-delay’, Eng. Appl. Artif. Intell., 2004, 17, pp. 645–659 (doi: 10.1016/j.engappai.2004.08.012).
-
-
15)
-
14. Tseng, C.S.: ‘A novel approach on H∞ decentralized fuzzy observer-based fuzzy control design for nonlinear interconnected systems’, IEEE Trans. Fuzzy Syst., 2008, 16, (5), pp. 1337–1350 (doi: 10.1109/TFUZZ.2008.924355).
-
-
16)
-
21. Cao, Y.-Y., Frank, P.M.: ‘Stability analysis and synthesis of nonlinear time-delay systems via linear Takagi–Sugeno fuzzy models’, Fuzzy Sets Syst., 2001, 124, pp. 213–229 (doi: 10.1016/S0165-0114(00)00120-2).
-
-
17)
-
12. Huang, S.J., He, X.Q., Zhang, N.N.: ‘New results on H∞ filter design for nonlinear systems with time delay via T–S fuzzy models’, IEEE Trans. Fuzzy Syst., 2011, 19, (1), pp. 193–199 (doi: 10.1109/TFUZZ.2010.2089632).
-
-
18)
-
23. Hsiao, F.H., Chen, C.W., Liang, Y.W., Xu, S.D., Chiang, W.L.: ‘T–S fuzzy controllers for nonlinear interconnected systems with multiple time delays’, IEEE Trans. Circuits Syst. I, 2005, 52, (9), pp. 1883–1893 (doi: 10.1109/TCSI.2005.852492).
-
-
19)
-
3. Liu, S.J., Zhang, J.F., Jiang, Z.P.: ‘Decentralized adaptive output-feedback stabilization for large-scale stochastic nonlinear’, Automatica, 2007, 43, (2), pp. 238–251 (doi: 10.1016/j.automatica.2006.08.028).
-
-
20)
-
11. Tseng, C.S.: ‘Robust fuzzy filter design for nonlinear systems with persistent bounded disturbances’, IEEE Trans. Syst. Man, Cybern. B, 2006, 36, (4), pp. 940–945 (doi: 10.1109/TSMCB.2005.860131).
-
-
21)
-
6. Hsiao, F.H., Hwang, J.D.: ‘Stability analysis of fuzzy large-scale systems’, IEEE Trans. Syst. Man. Cybern. B, 2002, 32, (1), pp. 122–126 (doi: 10.1109/3477.979967).
-
-
22)
-
8. Zhang, H.B., Feng, G.: ‘Stability analysis and H∞ controller design of discrete-time fuzzy large-scale systems based on piecewise Lyapunov functions’, IEEE Trans. Syst., Man, Cybern. B, Cybern., 2008, 38, (5), pp. 1390–1401 (doi: 10.1109/TSMCB.2008.927267).
-
-
23)
-
26. Yi, Z., Heng, P.A.: ‘Stability of fuzzy control systems with bounded uncertain delays’, IEEE Trans. Fuzzy Syst., 2002, 10, (1), pp. 92–97 (doi: 10.1109/91.983283).
-
-
24)
-
22. Hsiao, F.H., Hwang, J.D., Chen, C.W., Tsai, Z.R.: ‘Robust stabilization of nonlinear multiple time-delay large-scale systems via decentralized fuzzy control’, IEEE Trans. Fuzzy Syst., 2005, 13, (1), pp. 152–163 (doi: 10.1109/TFUZZ.2004.836067).
-
-
25)
-
25. Wang, R.J., Lin, W.W., Wang, W.J.: ‘Stability of linear quadratic state feedback for uncertain fuzzy time-delay system’, IEEE Trans. Syst., Man, Cybern., B, Cybern., 2004, 34, (2), pp. 1288–1292 (doi: 10.1109/TSMCB.2003.818437).
-
-
26)
-
24. Zhang, H.B., Dang, C.Y., Zhang, J.: ‘Decentralized fuzzy H∞ filtering for nonlinear interconnected systems with multiple time delays’, IEEE Trans. Syst., Man, Cybern. B, Cybern., 2010, 40, (4), pp. 1197–1203 (doi: 10.1109/TSMCB.2010.2042956).
-
-
27)
-
17. Qiu, J.B., Feng, G.: ‘A new design of delay-dependent robust H∞ filtering for discrete-time T–S fuzzy systems with time-varying delay’, IEEE Trans. Fuzzy Syst., 2009, 17, (5), pp. 1044–1058 (doi: 10.1109/TFUZZ.2009.2017378).
-
-
28)
-
1. Hu, Z.: ‘Decentralized stabilization of large-scale interconnection systems with delays’, IEEE Trans. Autom. Control, 1994, 39, (1), pp. 180–182 (doi: 10.1109/9.273363).
-
-
1)