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Fixed-time synchronization of complex networks with impulsive effects and stochastic perturbations

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Abstract

In this paper, the fixed-time synchronization issue of complex networks under stochastic fluctuations and impulsive effects is studied. First, a novel lemma for the fixed-time stability of nonlinear impulsive system with stochastic perturbations is given. Different from some early published works in which the comparative system technique was used to explore the stability of impulsive systems, the settling time is estimated based on direct calculation approach, which end up more accurate settling time estimation. Then, with the help of this lemma, a simple continuous control protocol is designed and some sufficient conditions for the fixed-time synchronization of the complex networks are given by employing the inequality technique and Lyapunov function method. At the end, two examples are given to verify the validity of obtained theoretical results.

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References

  1. Li Y, Wu X, Lu JA, Lü J (2015) Synchronizability of duplex networks. IEEE Trans Circuits Syst II Express Briefs 63(2):206–210

    Google Scholar 

  2. Sun W, Guan J, Lü J, Zheng Z, Yu X, Chen S (2019) Synchronization of the networked system with continuous and impulsive hybrid communications. IEEE Trans Neural Net Learn Syst 31(3):960–971

    Article  MathSciNet  Google Scholar 

  3. Wang J, Feng J, Xu C, Chen MZ, Zhao Y, Feng J (2016) The synchronization of instantaneously coupled harmonic oscillators using sampled data with measurement noise. Automatica 66:155–162

    Article  MathSciNet  MATH  Google Scholar 

  4. Jia Z, Fu X, Deng G, Li K (2013) Group synchronization in complex dynamical networks with different types of oscillators and adaptive coupling schemes. Commun Nonlinear Sci Numer Simul 18(10):2752–2760

    Article  MathSciNet  MATH  Google Scholar 

  5. Li X, Wu J (2016) Stability of nonlinear differential systems with state-dependent delayed impulses. Automatica 64:63–69

    Article  MathSciNet  MATH  Google Scholar 

  6. Ai Z (2017) Stabilization and optimization of linear systems via pathwise state-feedback impulsive control. J Franklin Inst 354(3):1637–1657

    Article  MathSciNet  MATH  Google Scholar 

  7. Grizzle JW, Abba G, Plestan F (2001) Asymptotically stable walking for biped robots: analysis via systems with impulse effects. IEEE Trans Autom Control 46(1):51–64

    Article  MathSciNet  MATH  Google Scholar 

  8. Feng J, Li N, Zhao Y, Xu C, Wang J (2017) Finite-time synchronization analysis for general complex dynamical networks with hybrid couplings and time-varying delays. Nonlinear Dyn 88(4):2723–2733

    Article  MathSciNet  MATH  Google Scholar 

  9. Mei G, Wu X, Ning D, Lu JA (2016) Finite-time stabilization of complex dynamical networks via optimal control. Complexity 21(S1):417–425

    Article  MathSciNet  Google Scholar 

  10. Nersesov SG, Haddad WM (2008) Finite-time stabilization of nonlinear impulsive dynamical systems. Nonlinear Anal Hybrid Syst 2(3):832–845

    Article  MathSciNet  MATH  Google Scholar 

  11. You Z, Wang F (2021) Adaptive fast finite-time fuzzy control of stochastic nonlinear systems. IEEE Trans Fuzzy Syst 30(7):2279–2288

    Article  Google Scholar 

  12. Yin J, Khoo S (2015) Continuous finite-time state feedback stabilizers for some nonlinear stochastic systems. Int J Robust Nonlinear Control 11(25):1581–1600

    Article  MathSciNet  MATH  Google Scholar 

  13. Chen W, Jiao LC (2010) Finite-time stability theorem of stochastic nonlinear systems. Automatica 46(12):2105–2108

    Article  MathSciNet  MATH  Google Scholar 

  14. Gao F, Wu Y (2016) Global finite-time stabilisation for a class of stochastic high-order time-varying nonlinear systems. Int J Control 89(12):2453–2465

    Article  MathSciNet  MATH  Google Scholar 

  15. Yin J, Khoo S, Man Z, Yu X (2011) Finite-time stability and instability of stochastic nonlinear systems. Automatica 47(12):2671–2677

    Article  MathSciNet  MATH  Google Scholar 

  16. Yin J, Ding D, Liu Z, Khoo S (2015) Some properties of finite-time stable stochastic nonlinear systems. Appl Math Comput 259:686–697

    MathSciNet  MATH  Google Scholar 

  17. Polyakov A (2011) Nonlinear feedback design for fixed-time stabilization of linear control systems. IEEE Trans Autom Control 57(8):2106–2110

    Article  MathSciNet  MATH  Google Scholar 

  18. Jiang B, Hu Q, Friswell MI (2016) Fixed-time attitude control for rigid spacecraft with actuator saturation and faults. IEEE Trans Control Syst Technol 24(5):1892–1898

    Article  Google Scholar 

  19. Ni J, Liu L, Liu C, Hu X, Li S (2016) Fast fixed-time nonsingular terminal sliding mode control and its application to chaos suppression in power system. IEEE Trans Circuits Syst II Express Briefs 64(2):151–155

    Google Scholar 

  20. Wan Y, Cao J, Wen G, Yu W (2016) Robust fixed-time synchronization of delayed Cohen-Grossberg neural networks. Neural Netw 73:86–94

    Article  MATH  Google Scholar 

  21. Yang X, Lam J, Ho DW, Feng Z (2017) Fixed-time synchronization of complex networks with impulsive effects via nonchattering control. IEEE Trans Autom Control 62(11):5511–5521

    Article  MathSciNet  MATH  Google Scholar 

  22. Zhang W, Li C, Huang T, Huang J (2018) Fixed-time synchronization of complex networks with nonidentical nodes and stochastic noise perturbations. Phys A 492:1531–1542

    Article  MathSciNet  MATH  Google Scholar 

  23. Zhang W, Yang X, Li C (2018) Fixed-time stochastic synchronization of complex networks via continuous control. IEEE Trans Cybern 49(8):3099–3104

    Article  Google Scholar 

  24. He W, Qian F, Lam J, Chen G, Han QL, Kurths J (2015) Quasi-synchronization of heterogeneous dynamic networks via distributed impulsive control: error estimation, optimization and design. Automatica 62:249–262

    Article  MathSciNet  MATH  Google Scholar 

  25. Zhang W, Tang Y, Wu X, Fang JA (2013) Synchronization of nonlinear dynamical networks with heterogeneous impulses. IEEE Trans Circuits Syst I Regul Pap 61(4):1220–1228

    Article  Google Scholar 

  26. Yang X, Cao J, Lu J (2011) Synchronization of delayed complex dynamical networks with impulsive and stochastic effects. Nonlinear Anal Real World Appl 12(4):2252–2266

    Article  MathSciNet  MATH  Google Scholar 

  27. Song B, Park JH, Wu ZG, Zhang Y (2012) Global synchronization of stochastic delayed complex networks. Nonlinear Dyn 70(4):2389–2399

    Article  MathSciNet  MATH  Google Scholar 

  28. Ren H, Shi P, Deng F, Peng Y (2020) Fixed-time synchronization of delayed complex dynamical systems with stochastic perturbation via impulsive pinning control. J Franklin Inst 357(17):12308–12325

    Article  MathSciNet  MATH  Google Scholar 

  29. Liu X, Ho DW, Song Q, Xu W (2018) Finite/fixed-time pinning synchronization of complex networks with stochastic disturbances. IEEE Trans Cybern 49(6):2398–2403

    Article  Google Scholar 

  30. Yu J, Yu S, Li J, Yan Y (2019) Fixed-time stability theorem of stochastic nonlinear systems. Int J Control 92(9):2194–2200

    Article  MathSciNet  MATH  Google Scholar 

  31. Hu C, He H, Jiang H (2020) Fixed/preassigned-time synchronization of complex networks via improving fixed-time stability. IEEE Trans Cybern 51(6):2882–2892

    Article  Google Scholar 

  32. Zhou Y, Wan X, Huang C, Yang X (2020) Finite-time stochastic synchronization of dynamic networks with nonlinear coupling strength via quantized intermittent control. Appl Math Comput 376:125157

    MathSciNet  MATH  Google Scholar 

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Funding

This work was supported by the National Natural Science Foundation of China (Grant no. 62266042) and the Outstanding Youth Program of Xinjiang, China (Grant no. 2022D01E10).

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Qihang Wang contributed to writing, methodology and visualization, and Abdujelil Abdurahman contributed to review, editing and funding acquisition.

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Correspondence to Abdujelil Abdurahman.

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Wang, Q., Abdurahman, A. Fixed-time synchronization of complex networks with impulsive effects and stochastic perturbations. Int. J. Dynam. Control 11, 2580–2588 (2023). https://doi.org/10.1007/s40435-023-01122-8

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  • DOI: https://doi.org/10.1007/s40435-023-01122-8

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