Skip to main content
Log in

Generalized non-fragile asynchronous mixed \(H_\infty \) and passive output tracking control for neutral Markov jump systems

  • Original paper
  • Published:
Nonlinear Dynamics Aims and scope Submit manuscript

Abstract

This paper dealt with the problem of output tracking for neutral Markov jump systems with multiple delays based on generalized non-fragile asynchronous feedback control. Attention is focused on the design of generalized non-fragile asynchronous feedback controller to ensure that the closed-loop system is stochastically stabilization and meet an expected mixed \( H_\infty \) and passivity performance index. The modes of devised generalized non-fragile asynchronous feedback controller are assumed to run asynchronously with neutral Markov jump systems, which is described by a hidden Markov model. The sufficient conditions for the solvability of generalized non-fragile asynchronous feedback control problem are obtained based on decomposed free weighting matrices technique and linear matrix inequalities. The usefulness and effectiveness of output tracking based on generalized non-fragile asynchronous feedback controller are demonstrated by a numerical example and a practical example of neutral partial element equivalent circuit.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data availability statement

The data used to support the findings of this study are available from the corresponding author upon request.

References

  1. Xu, S., Lam, J., Mao, X.: Delay-dependent \(H_\infty \) control and filtering for uncertain Markovian jump systems with time-varying delays. IEEE Trans. Circuits Syst. Regul. Pap. 54(9), 2070–2077 (2007)

    MathSciNet  MATH  Google Scholar 

  2. Park, J.H., Chang, X., Shen, H., Lee, T.H.: Recent Advances in Control and Filtering of Dynamic Systems with Constrained Signals. Springer, Switzerland (2019)

    MATH  Google Scholar 

  3. Zhao, X., Shi, P., Yin, Y., Nguang, S.K.: New results on stability of slowly switched systems: a multiple discontinuous Lyapunov function approach. IEEE Trans. Autom. Control 62(7), 3502–3509 (2017)

    MathSciNet  MATH  Google Scholar 

  4. Shen, Y., Wu, Z.G., Shi, P., Shu, Z., Karimi, H.R.: \( H_ {\infty } \) control of Markov jump time-delay systems under asynchronous controller and quantizer. Automatica 99, 352–360 (2019)

    MathSciNet  MATH  Google Scholar 

  5. Zhu, Y., Zheng, W.X.: Multiple Lyapunov functions analysis approach for discrete-time-switched piecewise-affine systems under dwell-time constraints. IEEE Trans. Autom. Control 65(5), 2177–2184 (2020)

    MathSciNet  MATH  Google Scholar 

  6. Jiang, B., Karimi, H.R., Kao, Y., Gao, C.: A novel robust fuzzy integral sliding mode control for nonlinear semi-Markovian jump TCS fuzzy systems. IEEE Trans. Fuzzy Syst. 26(6), 3594–3604 (2018)

    Google Scholar 

  7. Cheng, J., Park, J.H., Cao, J., Qi, W.: A hidden mode observation approach to finite-time SOFC of Markovian switching systems with quantization. Nonlinear Dyn. 100, 509–521 (2020)

    MATH  Google Scholar 

  8. Song, J., Niu, Y., Lam, J., Shu, Z.: A hybrid design approach for output feedback exponential stabilization of Markovian jump systems. IEEE Trans. Autom. Control 63(5), 1404–1417 (2018)

    MathSciNet  MATH  Google Scholar 

  9. Zhu, Y., Zheng, W.X., Zhou, D.: Quasi-synchronization of discrete-time Lur’e-type switched systems with parameter mismatches and relaxed PDT constraints. IEEE Trans. Cybern. 50(5), 2026–2037 (2020)

    Google Scholar 

  10. Zhu, S., Han, Q.L., Zhang, C.: \(L_1\)-stochastic stability and \(L_1\)-gain performance of positive Markov jump linear systems with time-delays: necessary and sufficient conditions. IEEE Trans. Autom. Control 62(7), 3634–3639 (2017)

    MATH  Google Scholar 

  11. Zhao, X., Yin, Y., Niu, B., Zheng, X.: Stabilization for a class of switched nonlinear systems with novel average dwell time switching by T-S fuzzy modeling. IEEE Trans. Cybern. 46(8), 1952–1957 (2016)

    Google Scholar 

  12. Cheng, J., Park, J.H., Zhang, L., Zhu, Y.: An asynchronous operation approach to event-triggered control for fuzzy Markovian jump systems with general switching policies. IEEE Trans. Fuzzy Syst. 26(1), 6–18 (2018)

    Google Scholar 

  13. Ahn, C.K., Shi, P., Wu, L.: Receding horizon stabilization and disturbance attenuation for neural networks with time-varying delay. IEEE Trans. Cybern. 45(12), 2680–2692 (2015)

    Google Scholar 

  14. Niu, B., Ahn, C.K., Li, H., Liu, M.: Adaptive control for stochastic switched nonlower triangular nonlinear systems and its application to a one-link manipulator. IEEE Trans. Syst. Man Cybern. Syst. 48(10), 1701–1714 (2018)

    Google Scholar 

  15. Gu, Z., Ahn, C.K., Yue, D., Xie, X.: Event-triggered \(H_\infty \) filtering for T-S fuzzy-model-based nonlinear networked systems with multisensors against DoS attacks. IEEE Trans. Cybern. (2020). https://doi.org/10.1109/TCYB.2020.3030028

    Article  Google Scholar 

  16. Zhang, Y.: Stability of discrete-time Markovian jump delay systems with delayed impulses and partly unknown transition probabilities. Nonlinear Dyn. 75, 101–111 (2014)

    MathSciNet  MATH  Google Scholar 

  17. Tian, Y., Wang, Z.: Extended dissipativity analysis for Markovian jump neural networks via double-integral-based delay-product-type Lyapunov functional. IEEE Trans. Neural Netw. Learn. Syst. (2020). https://doi.org/10.1109/TNNLS.2020.3008691

    Article  Google Scholar 

  18. Gui, G., Liu, F., Sun, J., Yang, J., Zhou, Z., Zhao, D.: Flight delay prediction based on aviation big data and machine learning. IEEE Trans. Veh. Technol. 69(1), 140–150 (2020)

    Google Scholar 

  19. Lopes, C.G., Sayed, A.H.: Incremental adaptive strategies over distributed networks. IEEE Trans. Signal Process. 55(8), 4064–4077 (2007)

    MathSciNet  MATH  Google Scholar 

  20. Karimi, H.R., Gao, H.: New delay-dependent exponential \(H_{\infty }\) synchronization for uncertain neural networks with mixed time delays. IEEE Trans. Syst. Man Cybern. Part B Cybern. 40(1), 173–185 (2010)

    Google Scholar 

  21. Zuo, Z., Wang, Y.: Robust stability and stabilisation for nonlinear uncertain time-delay systems via fuzzy control approach. IET Control Theory Appl. 1(1), 422–429 (2007)

    MathSciNet  Google Scholar 

  22. Zhuang, G., Ma, Q., Zhang, B., Xu, S., Xia, J.: Admissibility and stabilization of stochastic singular Markovian jump systems with time delays. Syst. Control Lett. 114, 1–10 (2018)

    MathSciNet  MATH  Google Scholar 

  23. Qian, W., Xing, W., Fei, S.: \(H_\infty \) state estimation for neural networks with general activation function and mixed time-varying delays. IEEE Trans. Neural Netw. Learn. Syst. (2020). https://doi.org/10.1109/TNNLS.2020.3016120

    Article  Google Scholar 

  24. Xu, S., Lam, J., Wang, J., Yang, G.: Non-fragile positive real control for uncertain linear neutral delay systems. Syst. Control Lett. 52(1), 59–74 (2004)

    MathSciNet  MATH  Google Scholar 

  25. Wu, M., He, Y., She, J.H.: Stability Analysis and Robust Control of Time-Delay Systems. Science Press Beijing and Springer, Berlin (2010)

    MATH  Google Scholar 

  26. Faydasicok, O.: A new Lyapunov functional for stability analysis of neutral-type Hopfield neural networks with multiple delays. IEEE Trans. Neural Netw 129, 288–297 (2020)

    Google Scholar 

  27. Han, Q.L.: A descriptor system approach to robust stability of uncertain neutral systems with discrete and distributed delays. Automatica 40(10), 1791–1796 (2004)

    MathSciNet  MATH  Google Scholar 

  28. Dong, S., Wu, Z.G., Su, H., Shi, P., Karimi, H.R.: Asynchronous control of continuous-time nonlinear Markov jump systems subject to strict dissipativity. IEEE Trans. Autom. Control 64(3), 1250–1256 (2019)

    MathSciNet  MATH  Google Scholar 

  29. Kim, S.H.: Asynchronous dissipative filter design of nonhomogeneous Markovian jump fuzzy systems via relaxation of triple-parameterized matrix inequalities. Inf. Sci. 478, 564–579 (2019)

    MathSciNet  MATH  Google Scholar 

  30. Zhuang, G., Su, S.F., Xia, J., Sun, W.: HMM-based asynchronous \(H_\infty \) filtering for fuzzy singular Markovian switching systems with retarded time-varying delays. IEEE Trans. Cybern. 51(3), 1189–1203 (2021)

    Google Scholar 

  31. Jiao, T., Park, J.H., Zong, G.: Stability criteria of stochastic nonlinear systems with asynchronous impulses and switchings. Nonlinear Dyn. 97, 135–149 (2019)

    MATH  Google Scholar 

  32. Chen, Y., Wang, Z., Qian, W., Alsaadi, F.E.: Asynchronous observer-based \(H_\infty \) control for switched stochastic systems with mixed delays under quantization and packet dropouts. Nonlinear Anal. Hybrid Syst. 27, 225–238 (2018)

    MathSciNet  MATH  Google Scholar 

  33. Ren, H., Zong, G., Li, T.: Event-triggered finite-time control for networked switched linear systems with asynchronous switching. IEEE Trans. Syst. Man Cybern. Syst. 48(11), 1874–1884 (2018)

    Google Scholar 

  34. Zheng, Q., Xu, S., Zhang, Z.: Asynchronous nonfragile \(H_{\infty }\) filtering for discrete-time nonlinear switched systems with quantization. Nonlinear Anal. Hybrid Syst 37, 100911 (2020)

    MathSciNet  Google Scholar 

  35. Xie, W., Wang, Y., Zhang, J., Fu, M.: Novel separation principle based \(H_\infty \) observer-controller design for a class of T-S fuzzy systems. IEEE Trans. Fuzzy Syst. 26(6), 3206–3221 (2018)

    Google Scholar 

  36. Kwon, N.K., Park, I.S., Park, P.G.: State-feedback control for continuous-time Markovian jump fuzzy systems using a fuzzy weighting-dependent Lyapunov function. Nonlinear Dyn. 90(3), 2001–2011 (2017)

    MathSciNet  MATH  Google Scholar 

  37. Shangguan, X.C., He, Y., Zhang, C.K., Jin, L., Yao, W., Jiang, L., Wu, M.: Control performance standards-oriented event-triggered load frequency control for power systems under limited communication bandwidth. IEEE Trans. Control Syst. Technol. (2021). https://doi.org/10.1109/TCST.2021.3070861

    Article  Google Scholar 

  38. Zhu, Y., Zheng, W.X.: Observer-based control for cyber-physical systems with periodic DoS attacks via a cyclic switching strategy. IEEE Trans. Autom. Control 65(8), 3714–3721 (2020)

    MathSciNet  MATH  Google Scholar 

  39. Zhang, B., Xu, S., Ma, Q., Zhang, Z.: Output-feedback stabilization of singular LPV systems subject to inexact scheduling parameters. Automatica 104, 1–7 (2019)

    MathSciNet  MATH  Google Scholar 

  40. Xie, W., Liu, B., Bu, L., Wang, Y., Zhang, J.: A decoupling approach for observer-based controller design of T-S fuzzy system with unknown premise variables. IEEE Trans. Fuzzy Syst. (2020). https://doi.org/10.1109/TFUZZ.2020.3006572

    Article  Google Scholar 

  41. Zhuang, G., Sun, W., Su, S., Xia, J.: Asynchronous feedback control for delayed fuzzy degenerate jump systems under observer-based event-driven characteristic. IEEE Trans. Fuzzy Syst. (2020). https://doi.org/10.1109/TFUZZ.2020.3027336

    Article  Google Scholar 

  42. Shen, H., Men, Y., Wu, Z.G., Park, J.H.: Non-fragile \({H}_{\infty }\) control for fuzzy Markovian jump systems under fast sampling singular perturbation. IEEE Trans. Syst. Man Cybern. Syst. 48(12), 2058–2069 (2017)

    Google Scholar 

  43. Liu, G., Park, J.H., Xu, S., Zhuang, G.: Robust non-fragile \(H_{\infty }\) fault detection filter design for delayed singular Markovian jump systems with linear fractional parametric uncertainties. Nonlinear Anal. Hybrid Syst 32, 65–78 (2019)

    MathSciNet  MATH  Google Scholar 

  44. Xia, W., Li, Y., Chu, Y., Xu, S., Zhang, Z.: Observer-based mixed passive and \(H_\infty \) control for uncertain Markovian jump systems with time delays using quantized measurements. Nonlinear Anal. Hybrid Syst 31, 233–246 (2019)

    MathSciNet  MATH  Google Scholar 

  45. Wu, Z.G., Park, J.H., Su, H., Song, B., Chu, J.: Mixed \( H_{\infty } \) and passive filtering for singular systems with time delays. Signal Process. 93(7), 1705–1711 (2013)

    Google Scholar 

  46. Zhang, B., Zheng, W.X., Xu, S.: Filtering of Markovian jump delay systems based on a new performance index. IEEE Trans. Circuits Syst. Regul. Pap. 60(5), 1250–1263 (2013)

    MathSciNet  MATH  Google Scholar 

  47. Wang, Y., Song, G., Zhao, J., Sun, J., Zhuang, G.: Reliable mixed \(H_{\infty }\) and passive control for networked control systems under adaptive event-triggered scheme with actuator faults and randomly occurring nonlinear perturbations. ISA Trans. (2018). https://doi.org/10.1016/j.isatra.2018.12.023

    Article  Google Scholar 

  48. Chen, B., Cao, J., Luo, Y., Rutkowski, L.: Asymptotic output tracking of probabilistic Boolean control networks. IEEE Trans. Circuits Syst. Regul. Pap. 67(8), 2780–2790 (2020)

    MathSciNet  MATH  Google Scholar 

  49. Wen, S., Zeng, Z., Huang, T.: Robust \(H_{\infty }\) output tracking control for fuzzy networked systems with stochastic sampling and multiplicative noise. Nonlinear Dyn. 70, 1061–1077 (2012)

    MathSciNet  MATH  Google Scholar 

  50. Galeani, S., Possieri, C., Sassano, M.: Asymptotic tracking for non-minimum phase linear systems via steady-state compensation. IEEE Trans. Autom. Control (2020). https://doi.org/10.1109/TAC.2020.3036343

    Article  MATH  Google Scholar 

  51. Li, H., Wu, Y., Chen, M., Lu, R.: Adaptive multigradient recursive reinforcement learning event-triggered tracking control for multi-agent systems. IEEE Trans. Neural Netw. Learn. Syst. (2021). https://doi.org/10.1109/TNNLS.2021.3090570

    Article  Google Scholar 

  52. Yue, D., Han, Q.: A delay-dependent stability criterion of neutral systems and its application to a partial element equivalent circuit model. IEEE Trans. Circuits Syst. Express Briefs 51(12), 1321–1022 (2004)

    Google Scholar 

Download references

Acknowledgements

The authors would like to thank the Editors and the Referees for their valuable comments and suggestions, which helped to greatly improve the work. This work was supported by the National Natural Science Foundation of China under Grants 62173174, 61773191, 61973148, 62003154; Support Plan for Outstanding Youth Innovation Team in Shandong Higher Education Institutions under Grant 2019KJI010; the Natural Science Foundation of Shandong Province for Outstanding Young Talents in Provincial Universities under Grant ZR2016JL025; Undergraduate Education Reform Project of higher Education in Shandong Province under Grant M2018X047; Liaocheng University Education Reform Project Foundation under Grants G201811, 26322170267.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guangming Zhuang.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, J., Zhuang, G., Xia, J. et al. Generalized non-fragile asynchronous mixed \(H_\infty \) and passive output tracking control for neutral Markov jump systems. Nonlinear Dyn 106, 523–541 (2021). https://doi.org/10.1007/s11071-021-06829-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-021-06829-x

Keywords

Navigation