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28-12-2023

Non-fragile Robust \(H_{\infty }\) Control for Nonlinear Uncertain Neutral Stochastic Fuzzy Systems with Mixed Time-Delays

Author: Thirumalaisamy Senthilkumar

Published in: Circuits, Systems, and Signal Processing | Issue 4/2024

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Abstract

This paper investigates the non-fragile robust \(H_{\infty }\) control problem of nonlinear uncertain neutral stochastic Takagi–Sugeno (T–S) fuzzy systems with mixed time-delays. The uncertainties are norm-bounded and time-varying. Sufficient conditions for \(H_{\infty }\) performance analysis results of the delay-dependent condition is established via the Lyapunov–Krasovskii functional (LKF) technique and linear matrix inequality (LMI) method. Based on the \(H_{\infty }\) performance result, a desired fuzzy control is designed by solving LMIs. Finally, an example is provided to illustrate the efficiency of the proposed method.

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Literature
1.
go back to reference C.K. Ahn, P. Shi, H. Li, \(H_{\infty }\) output-feedback control with finite multiple measurement information. IEEE Trans. Autom. Control 63(8), 2588–2595 (2017)CrossRef C.K. Ahn, P. Shi, H. Li, \(H_{\infty }\) output-feedback control with finite multiple measurement information. IEEE Trans. Autom. Control 63(8), 2588–2595 (2017)CrossRef
2.
go back to reference W.H. Chen, W.X. Zheng, Y. Shen, Delay-dependent stochastic stability and \(H_{\infty }\) control of uncertain neutral stochastic systems with time delay. IEEE Trans. Autom. Control 54(7), 1660–1667 (2009)MathSciNetCrossRef W.H. Chen, W.X. Zheng, Y. Shen, Delay-dependent stochastic stability and \(H_{\infty }\) control of uncertain neutral stochastic systems with time delay. IEEE Trans. Autom. Control 54(7), 1660–1667 (2009)MathSciNetCrossRef
3.
go back to reference P. Dorato, Non-fragile controller design: an overview, in Proceedings of the American Control Conference, Philadelphia (1998), pp. 2829–2831 P. Dorato, Non-fragile controller design: an overview, in Proceedings of the American Control Conference, Philadelphia (1998), pp. 2829–2831
4.
go back to reference E. Fridman, New Lyapunov–Krasovskii functionals for stability of linear retard and neutral type systems. Syst. Control Lett. 43(4), 309–319 (2001)MathSciNetCrossRef E. Fridman, New Lyapunov–Krasovskii functionals for stability of linear retard and neutral type systems. Syst. Control Lett. 43(4), 309–319 (2001)MathSciNetCrossRef
5.
go back to reference K. Gu, V.L. Kharitonov, J. Chen, Stability of Time-Delay Systems (Birkhauser, Berlin, 2003)CrossRef K. Gu, V.L. Kharitonov, J. Chen, Stability of Time-Delay Systems (Birkhauser, Berlin, 2003)CrossRef
6.
go back to reference J.K. Hale, Introduction to Functional Differential Equations (Springe-Verlag, New York, 1933) J.K. Hale, Introduction to Functional Differential Equations (Springe-Verlag, New York, 1933)
7.
go back to reference H. Huang, D.W.C. Ho, Delay-dependent robust control of uncertain stochastic fuzzy systems with time-varying delay. IET Control Theory Appl. 1(4), 1075–1085 (2007)MathSciNetCrossRef H. Huang, D.W.C. Ho, Delay-dependent robust control of uncertain stochastic fuzzy systems with time-varying delay. IET Control Theory Appl. 1(4), 1075–1085 (2007)MathSciNetCrossRef
8.
go back to reference D.C. Huong, M.V. Thuan, Mixed \(H_{\infty }\) and passive control for fractional-order nonlinear systems via LMI approach. Acta Appl. Math. 170, 37–52 (2020)MathSciNetCrossRef D.C. Huong, M.V. Thuan, Mixed \(H_{\infty }\) and passive control for fractional-order nonlinear systems via LMI approach. Acta Appl. Math. 170, 37–52 (2020)MathSciNetCrossRef
9.
go back to reference H.R. Karimi, Robust delay-dependent \(H_{\infty }\) control of uncertain time-delay systems with mixed neutral, discrete and distributed time-delays and Markovian switching parameters. IEEE Trans. Circuits Syst. I 58(8), 1910–1923 (2011)MathSciNetCrossRef H.R. Karimi, Robust delay-dependent \(H_{\infty }\) control of uncertain time-delay systems with mixed neutral, discrete and distributed time-delays and Markovian switching parameters. IEEE Trans. Circuits Syst. I 58(8), 1910–1923 (2011)MathSciNetCrossRef
10.
go back to reference S. Lakshmanan, T. Senthilkumar, P. Balasubramaniam, Improved results on robust stability of neutral systems with mixed time-varying delays and nonlinear perturbations. Appl. Math. Modell. 35(11), 5355–5368 (2011)MathSciNetCrossRef S. Lakshmanan, T. Senthilkumar, P. Balasubramaniam, Improved results on robust stability of neutral systems with mixed time-varying delays and nonlinear perturbations. Appl. Math. Modell. 35(11), 5355–5368 (2011)MathSciNetCrossRef
11.
go back to reference H. Li, B. Chen, Q. Zhou, C. Lin, Delay-dependent robust stability for stochastic time-delay systems with polytopic uncertainties. Int. J. Robust Nonlinear Control 18(15), 1482–1492 (2008)MathSciNetCrossRef H. Li, B. Chen, Q. Zhou, C. Lin, Delay-dependent robust stability for stochastic time-delay systems with polytopic uncertainties. Int. J. Robust Nonlinear Control 18(15), 1482–1492 (2008)MathSciNetCrossRef
12.
go back to reference H. Li, B. Chen, Q. Zhou, C. Lin, A delay-dependent approach to robust \(H_{\infty }\) control for uncertain stochastic systems with state and input delays. Circuits Syst. Signal Process. 28(1), 169–183 (2009)MathSciNetCrossRef H. Li, B. Chen, Q. Zhou, C. Lin, A delay-dependent approach to robust \(H_{\infty }\) control for uncertain stochastic systems with state and input delays. Circuits Syst. Signal Process. 28(1), 169–183 (2009)MathSciNetCrossRef
13.
go back to reference H. Li, X. Jing, H.R. Karimi, Output-feedback-based \(H_{\infty }\) control for vehicle suspension systems with control delay. IEEE Trans. Ind. Electron. 61(1), 436–446 (2014)CrossRef H. Li, X. Jing, H.R. Karimi, Output-feedback-based \(H_{\infty }\) control for vehicle suspension systems with control delay. IEEE Trans. Ind. Electron. 61(1), 436–446 (2014)CrossRef
14.
go back to reference X. Mao, Stochastic Differential Equations and Their Applications (Horwood, Chichester, 1997) X. Mao, Stochastic Differential Equations and Their Applications (Horwood, Chichester, 1997)
15.
go back to reference V.T. Mai, T.H.T. Nguyen, H.S. Nguyen, T.T.H. Nguyen, New results on \(H_{\infty }\) control for nonlinear conformable fractional order systems. J. Syst. Sci. Complex 34(1), 140–156 (2021)MathSciNetCrossRef V.T. Mai, T.H.T. Nguyen, H.S. Nguyen, T.T.H. Nguyen, New results on \(H_{\infty }\) control for nonlinear conformable fractional order systems. J. Syst. Sci. Complex 34(1), 140–156 (2021)MathSciNetCrossRef
16.
go back to reference P. Niamsup, V.N. Phat, Robust finite-time control for linear time-varying delay systems with bounded control. Asian J. Control 18(6), 2317–2324 (2016)MathSciNetCrossRef P. Niamsup, V.N. Phat, Robust finite-time control for linear time-varying delay systems with bounded control. Asian J. Control 18(6), 2317–2324 (2016)MathSciNetCrossRef
17.
go back to reference J. Qiu, H. He, P. Shi, Robust stochastic stabilization and \(H_{\infty }\) control for neutral stochastic systems with distributed delays. Circuits Syst. Signal Process. 30(2), 287–301 (2011)MathSciNetCrossRef J. Qiu, H. He, P. Shi, Robust stochastic stabilization and \(H_{\infty }\) control for neutral stochastic systems with distributed delays. Circuits Syst. Signal Process. 30(2), 287–301 (2011)MathSciNetCrossRef
18.
go back to reference J. Qiu, Y. Wei, H.R. Karimi, New approach to delay-dependent \(H_{\infty }\) control for continuous-time Markovian jump systems with time-varying delay and deficient transition descriptions. J. Frankl. Inst. 352(1), 189–215 (2015)CrossRef J. Qiu, Y. Wei, H.R. Karimi, New approach to delay-dependent \(H_{\infty }\) control for continuous-time Markovian jump systems with time-varying delay and deficient transition descriptions. J. Frankl. Inst. 352(1), 189–215 (2015)CrossRef
19.
go back to reference N.H. Sau, D.T. Hong, N.T.T. Huyen, B.V. Huong, M.V. Thuan, Delay-dependent and order-dependent \(H_{\infty }\) control for fractional-order neural networks with time-varying delay. Differ. Equ. Dyn. Syst. 29(4), 825–839 (2021)MathSciNetCrossRef N.H. Sau, D.T. Hong, N.T.T. Huyen, B.V. Huong, M.V. Thuan, Delay-dependent and order-dependent \(H_{\infty }\) control for fractional-order neural networks with time-varying delay. Differ. Equ. Dyn. Syst. 29(4), 825–839 (2021)MathSciNetCrossRef
20.
go back to reference T. Senthilkumar, P. Balasubramaniam, Delay-dependent robust \(H_{\infty }\) control for uncertain stochastic T–S fuzzy systems with time-varying state and input delays. Int. J. Syst. Sci. 42(5), 877–887 (2011)MathSciNetCrossRef T. Senthilkumar, P. Balasubramaniam, Delay-dependent robust \(H_{\infty }\) control for uncertain stochastic T–S fuzzy systems with time-varying state and input delays. Int. J. Syst. Sci. 42(5), 877–887 (2011)MathSciNetCrossRef
21.
go back to reference T. Senthilkumar, P. Balasubramaniam, Non-fragile robust stabilization and \(H_{\infty }\) control for uncertain stochastic time delay systems with Markovian jump parameters and nonlinear disturbances. Int. J. Adapt. Control Signal Process. 28(3–5), 464–478 (2014)MathSciNetCrossRef T. Senthilkumar, P. Balasubramaniam, Non-fragile robust stabilization and \(H_{\infty }\) control for uncertain stochastic time delay systems with Markovian jump parameters and nonlinear disturbances. Int. J. Adapt. Control Signal Process. 28(3–5), 464–478 (2014)MathSciNetCrossRef
22.
go back to reference B. Song, J.H. Park, Z.G. Wu, Y. Zhang, New results on delay-dependent stability analysis for neutral stochastic delay systems. J. Frankl. Inst. 350(4), 840–852 (2013)MathSciNetCrossRef B. Song, J.H. Park, Z.G. Wu, Y. Zhang, New results on delay-dependent stability analysis for neutral stochastic delay systems. J. Frankl. Inst. 350(4), 840–852 (2013)MathSciNetCrossRef
23.
go back to reference T. Takagi, M. Sugeno, Fuzzy identification systems and it’s application to modeling and control. IEEE Trans. Syst. Man Cybern. 15(1), 116–132 (1985)CrossRef T. Takagi, M. Sugeno, Fuzzy identification systems and it’s application to modeling and control. IEEE Trans. Syst. Man Cybern. 15(1), 116–132 (1985)CrossRef
24.
go back to reference M.V. Thuan, N.H. Sau, N.T.T. Huyen, Finite-time \(H_{\infty }\) control of uncertain fractional-order neural networks. Comput. Appl. Math. 39(2), 59 (2020)MathSciNetCrossRef M.V. Thuan, N.H. Sau, N.T.T. Huyen, Finite-time \(H_{\infty }\) control of uncertain fractional-order neural networks. Comput. Appl. Math. 39(2), 59 (2020)MathSciNetCrossRef
25.
go back to reference Z. Wang, D.W.C. Ho, X. Liu, A note on the robust stability of uncertain stochastic fuzzy systems with time-delays. IEEE Trans. Syst. Man Cybern. Part A Syst. Hum. 34(4), 570–576 (2004)CrossRef Z. Wang, D.W.C. Ho, X. Liu, A note on the robust stability of uncertain stochastic fuzzy systems with time-delays. IEEE Trans. Syst. Man Cybern. Part A Syst. Hum. 34(4), 570–576 (2004)CrossRef
26.
go back to reference Y. Wei, J. Qiu, H.R. Karimi, Quantized filtering for continuous \(H_{\infty }\) time Markovian jump systems with deficient mode information. Asian J. Control 17(5), 1914–1923 (2015)MathSciNetCrossRef Y. Wei, J. Qiu, H.R. Karimi, Quantized filtering for continuous \(H_{\infty }\) time Markovian jump systems with deficient mode information. Asian J. Control 17(5), 1914–1923 (2015)MathSciNetCrossRef
27.
go back to reference X. Xie, J. Lam, K.W. Kwok, A novel scheme of non-fragile controller design for periodic piecewise LTV systems. IEEE Trans. Ind. Electron. 67(12), 10766–10775 (2020)CrossRef X. Xie, J. Lam, K.W. Kwok, A novel scheme of non-fragile controller design for periodic piecewise LTV systems. IEEE Trans. Ind. Electron. 67(12), 10766–10775 (2020)CrossRef
28.
go back to reference S. Xu, T. Chen, Robust \(H_{\infty }\) control for uncertain stochastic systems with state delay. IEEE Trans. Autom. Control 47(12), 2089–2094 (2002)MathSciNetCrossRef S. Xu, T. Chen, Robust \(H_{\infty }\) control for uncertain stochastic systems with state delay. IEEE Trans. Autom. Control 47(12), 2089–2094 (2002)MathSciNetCrossRef
29.
go back to reference S. Xu, J. Lam, B. Chen, Robust \(H_{\infty }\) control for uncertain fuzzy neutral delay systems. Eur. J. Control 10(4), 365–380 (2004)MathSciNetCrossRef S. Xu, J. Lam, B. Chen, Robust \(H_{\infty }\) control for uncertain fuzzy neutral delay systems. Eur. J. Control 10(4), 365–380 (2004)MathSciNetCrossRef
30.
go back to reference S. Xu, P. Shi, Y. Chu, Y. Zou, Robust stochastic stabilization and \(H_{\infty }\) control of uncertain neutral stochastic time-delay systems. J. Math. Anal. Appl. 314(1), 1–16 (2006)MathSciNetCrossRef S. Xu, P. Shi, Y. Chu, Y. Zou, Robust stochastic stabilization and \(H_{\infty }\) control of uncertain neutral stochastic time-delay systems. J. Math. Anal. Appl. 314(1), 1–16 (2006)MathSciNetCrossRef
31.
go back to reference B. Zhang, S. Zhou, T. Li, A new approach to robust and non-fragile \(H_{\infty }\) control for uncertain fuzzy systems. Inf. Sci. 177(22), 5118–5133 (2007)MathSciNetCrossRef B. Zhang, S. Zhou, T. Li, A new approach to robust and non-fragile \(H_{\infty }\) control for uncertain fuzzy systems. Inf. Sci. 177(22), 5118–5133 (2007)MathSciNetCrossRef
32.
go back to reference G. Zhuang, S. Xu, J. Xia, Q. Ma, Z. Zhang, A non-fragile delay feedback control for neutral stochastic Markovian jump systems with time-varying delays. Appl. Math. Comput. 355, 21–32 (2019)MathSciNet G. Zhuang, S. Xu, J. Xia, Q. Ma, Z. Zhang, A non-fragile delay feedback control for neutral stochastic Markovian jump systems with time-varying delays. Appl. Math. Comput. 355, 21–32 (2019)MathSciNet
Metadata
Title
Non-fragile Robust Control for Nonlinear Uncertain Neutral Stochastic Fuzzy Systems with Mixed Time-Delays
Author
Thirumalaisamy Senthilkumar
Publication date
28-12-2023
Publisher
Springer US
Published in
Circuits, Systems, and Signal Processing / Issue 4/2024
Print ISSN: 0278-081X
Electronic ISSN: 1531-5878
DOI
https://doi.org/10.1007/s00034-023-02572-3