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Observer-based \(H_\infty \) control for switched cyber-physical systems over amplify-and-forward relay networks subject to double fading channels

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Abstract

In this paper, an observer-based \(H_\infty \) control problem is studied for a class of switched cyber-physical systems over amplify-and-forward relay networks with double fading channels. An AF relay is deployed between sensor and controller with hope to enhance the communication range. In this relay-based network, the relay first receives the data from the sensor and then transfers it to the controller. Further, double fading channels are considered in both the sensor to relay channel and the relay to controller channel, whose coefficients are described by two series of random variables. The application of Lyapunov stability combing with average dwell time technique first leads to the derivation of a sufficient condition for guaranteeing the stability and \(H_\infty \) performance of the controlled system. Subsequently, the desired gains of the observer-based controller are parameterized by solving a set of matrix inequalities. Finally, two examples are offered to showcase the applicability of the presented control strategy.

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References

  1. Ahmed, Q.Z., Park, K.H., Alouini, M.S., Aissa, S.: Linear transceiver design for nonorthogonal amplify-and-forward protocol using a bit error rate criterion. In: IEEE Transactions on Wireless Communications, vol. 13, no. 4, pp. 1844–1853, (2014)

  2. Al-Mistarihi, M.F., Aqel, A. S., Darabkh, K. A.: BER analysis in dual hop differential amplify-and-forward relaying systems with selection combining using M-ary phase-shift keying over Nakagami-m fading channels, In: Internet of Things, Smart Spaces, and Next Generation Networks and Systems, NEW2AN 2019, ruSMART 2019, NsCC 2019. Lecture Notes in Computer Science, pp. 688–699. Springer, (2019)

  3. Al-Mistarihi, M.F., Mohaisen, R., Darabkh, K.A.: Performance evaluation of decode and forward cooperative diversity systems over Nakagami-m fading channels with non-identical interferers. Int. J. Electric. Comput. Eng. 10(5), 5316–5328 (2020)

    Article  Google Scholar 

  4. Al-Mistarihi, M.F., Harb, M.M., Darabkh, K.A., Aqel, A.S.H.: On the performance analysis of dual hop relaying systems using differential amplify-and-forward along with post-detection selection combining techniques over Nakagami-m fading channels. In: Transactions on Emerging Telecommunications Technologies, vol. 31, no. e4065, (2020)

  5. Chen, Y., Wang, Z., Qian, W., Alsaadi, F.: 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)

    Article  MathSciNet  Google Scholar 

  6. Chen, Z., hang, Y., Kong, Q., Fang, T., Wang, J.: Observer-based \(H_\infty \) control for persistent dwell-time switched networked nonlinear systems under packet dropout. In: Applied Mathematics and Computation, vol. 415, no. 126679, (2022)

  7. Deaecto, G., Geromel, J., Daafouz, J.: Dynamic output feedback \(H_\infty \) control of switched linear systems. Automatica 47(8), 1713–1720 (2011)

    Article  MathSciNet  Google Scholar 

  8. Ge, X., Han, Q.L., Wu, Q., Zhang, X.: Resilient and safe platooning control of connected automated vehicles against intermittent Denial-of-Service attacks. IEEE-CAA J. Automatica Sinica 10(5), 1234–1251 (2023)

    Article  Google Scholar 

  9. Ge, X., Han, Q.L., Zhong, M., Zhang, X.: Distributed Krein space based attack detection over sensor networks under deception attacks. In: Automatica, vol. 109, no. 108557, (2019)

  10. Ge, X., Han, Q.L., Zhang, X., Ding, D.: Communication resource-efficient vehicle platooning control with various spacing policies. IEEE-CAA J. Automatica Sinica. https://doi.org/10.1109/JAS.2023.123507.

  11. Gilan, M.S., Maham, B.: Diversity achieving full-duplex DF relaying with joint relay-antenna selection under Nakagami-m fading environment. Int. J. Commun Syst 36(5), 1–19 (2023)

    Google Scholar 

  12. Gilan, M.S., Maham, B.: Virtual MISO with joint device relaying and beamforming in 5G networks. Phys. Commu. 39, 101027 (2020)

    Article  Google Scholar 

  13. Gilan, M.S., Nguyen, H.: Full-duplex decode-and-forward relaying with joint relay-antenna selection. EURASIP J. Wirel. Commun. Netw. 2020(1), 1–14 (2020)

    Article  Google Scholar 

  14. Gilan, M.S., Olfat, A.: New beamforming and distributed space-time coding with selection relaying over Nakagami-m fading channels. Trans. Emerg. Telecommun. Technol. 29(12), 1–20 (2018)

    Google Scholar 

  15. Gilan, M.S., Olfat, A.: Joint beamforming and space-time coding in limited-feedback cooperative networks with threshold-based MIMO selection relaying. Trans. Emerg. Telecommun. Technol. 30(12), 1–14 (2019)

    Google Scholar 

  16. Gilan, M.S., Paranjape, R.: Beam tracking in phased array antenna based on the trajectory classification. Trans. Emerg. Telecommun. Technol. 34(6), 1–13 (2023)

    Google Scholar 

  17. Harb, M. M., Al-Mistarihi, M.F.: Dual hop differential amplify-and-forward relaying with selection combining cooperative diversity over Nakagami-m fading channels, In: Proceedings of 2016 8th IEEE International Conference on Communication Software and Networks, Beijing, China, pp. 225–228 (2016)

  18. Hashemi, H., Haghighat, J., Eslami, M., Navaie, K.: Amplify-and-forward relaying with maximal ratio combining over fluctuating two-ray channel: Non-asymptotic and asymptotic performance analysis. IEEE Trans. Commun. 68(12), 7446–7459 (2020)

    Article  Google Scholar 

  19. Hu, J., Li, J., Yan, H., Liu, J.: Optimized distributed filtering for saturated systems with amplify-and-forward relays over sensor networks: A dynamic event-triggered approach. In: IEEE Transactions on Neural Networks and Learning Systems. https://doi.org/10.1109/TNNLS.2023.3308192

  20. Li, B., Wang, Z., Han, Q.L., Liu, H.: Input-to-state stabilization in probability for nonlinear stochastic systems under quantization effects and communication protocols. IEEE Trans. Cyber. 49(9), 3242–3254 (2019)

    Article  Google Scholar 

  21. Li, Q., Wang, Z., Hu, J., Sheng, W.: Distributed state and fault estimation over sensor networks with probabilistic quantizations: the dynamic event-triggered case. Automatica 131, 109784 (2021)

  22. Li, X., Wei, G., Wang, L.: Distributed set-membership filtering for discrete-time systems subject to denial-of-service attacks and fading measurements: A zonotopic approach. Inf. Sci. 547, 49–67 (2021)

    Article  MathSciNet  Google Scholar 

  23. Lima, V., Eisen, M., Gatsis, K., Ribeiro, A.: Model-free design of control systems over wireless fading channels. Signal Proc. 197, 108540 (2022)

  24. Lin, H., Antsaklis, P.: Stability and stabilizability of switched linear systems: a survey of recent results. IEEE Trans. Autom. Control 54(2), 308–322 (2009)

    Article  MathSciNet  Google Scholar 

  25. Liu, L., Ma, L., Zhang, J., Bo, Y.: Distributed non-fragile set-membership filtering for nonlinear systems under fading channels and bias injection attacks. Int. J. Syst. Sci. 52(6), 1192–1205 (2021)

    Article  MathSciNet  Google Scholar 

  26. Liu, W., Quevedo, E.D., Li, Y., Johansson, K.H., Vucetic, B.: Remote state estimation with smart sensors over Markov fading channels. IEEE Trans. Autom. Control 67(6), 2743–2757 (2022)

    Article  MathSciNet  Google Scholar 

  27. Liu, Z., Ge, X., Han, L., Wang, Y., Zhang, X.: Secure cooperative path following of autonomous surface vehicles under cyber and physical attacks. IEEE Trans. Intell. Vehicles 8(6), 3680–3691 (2023)

    Article  Google Scholar 

  28. Lv, X., Niu, Y., Park, J.H.: Sliding mode control of FMII systems: Handling Rice fading issues under 2-D frame. IEEE Trans. Syst. Man Cyber. Syst. 53(11), 6909–6920 (2023)

    Article  Google Scholar 

  29. Magableh, A., Al-Mistarihi, M. F., Mohaisen, R.: Closed-form expression for bit error rate in relay-based cooperative diversity systems over multipath fading channels with interference, In: Proceedings of 2013 9th International Wireless Communications and Mobile Computing Conference, Sardinia, Italy, pp. 551–555 (2013)

  30. Meng, X., Wang, Z., Wang, F., Chen, Y.: Distributed fusion filtering for nonlinear time-varying systems over amplify-and-forward relay networks: an \(H_\infty \) quantized framework. IEEE Trans. Network Sci. Eng. 10(6), 3597–3608 (2023)

    MathSciNet  Google Scholar 

  31. Shen, H., Liu, X., Wang, J., Shi, K.: Non-fragile output feedback control for PDT-switched fuzzy systems under weighted try-once-discard protocol and its application. IEEE Trans. Network Sci. Eng. 626, 390–406 (2023)

    Google Scholar 

  32. Shukla, M.K., Yadav, S., Purohit, N.: Cellular multiuser two-way relay network with cochannel interference and channel estimation error: performance analysis and optimization. IEEE Trans. Veh. Technol. 67(4), 3431–3446 (2018)

    Article  Google Scholar 

  33. Sun, Y., Ma, S.: Observer-based asynchronous \(H_\infty \) control for a class of discrete time nonlinear switched singular systems. J. Franklin Inst. 357(9), 5277–5301 (2020)

    Article  MathSciNet  Google Scholar 

  34. Suo, J., Wang, Z., Shen, B., Alsaadi, F.: Event-triggered stabilisation for switched delayed differential systems: the input-to-state stability. IET Control Theory Appl. 14(13), 1711–1721 (2020)

    Article  MathSciNet  Google Scholar 

  35. Tan, H., Shen, B., Peng, K., Liu, H.: Robust recursive filtering for uncertain stochastic systems with amplify-and-forward relays. Int. J. Syst. Sci. 51(7), 1188–1199 (2020)

    Article  MathSciNet  Google Scholar 

  36. Tian, E., Hu, Y., Luo, Y.: Sojourn-probability-dependent \(H_\infty \) control for networked switched systems under asynchronous switching. Int. J. Syst. Sci. 48(2), 357–366 (2017)

    Article  MathSciNet  Google Scholar 

  37. Tomlin, C., Pappas, G., Sastry, S.: Conflict resolution for air traffic management: a study in multiagent hybrid systems. IEEE Trans. Autom. Control 43(4), 509–521 (1998)

    Article  MathSciNet  Google Scholar 

  38. Tseng, F.-S., Lin, C.-T., Chen, J.-Y., Chen, K.-Y.: Finite-order source and relay filtering design for wideband full-duplex amplify-and-forward relaying networks. IEEE Trans. Commun. 68(12), 7395–7409 (2020)

    Article  Google Scholar 

  39. Wang, L., Zhao, D., Ding, D., Liu, H.: Partial-neurons-based state estimation for artificial neural networks under constrained bit rate: the finite-time case. Neurocomputing 488, 144–153 (2022)

    Article  Google Scholar 

  40. Xu, T., Liu, S., Wei, G.: Event-based finite-time \(H_\infty \) synchronization control for switched complex networks with average dwell time. Int. J. Robust Nonlinear Control 32(6), 3923–3943 (2022)

    Article  MathSciNet  Google Scholar 

  41. Yang, J., Ning, Z., Zhu, Y., Zhang, L., Lam, H.: Semi-Markov jump linear systems with bi-boundary sojourn time: anti-modal-asynchrony control. Automatica 140, 110270 (2022)

  42. Yang, J., Zhong, Q., Shi, K., Zhong, S.: Dynamic-memory event-triggered \(H_\infty \) load frequency control for reconstructed switched model of power systems under hybrid attacks. IEEE Trans. Cyber. 53(6), 3913–3925 (2022)

    Article  Google Scholar 

  43. Yin, C., Ren, H., Li, H., Lu, R.: Observer-based data-driven consensus control for nonlinear multiagent systems with faded neighborhood information. Inf. Sci. 649, 119679 (2023)

  44. Zhang, L., Boukas, E., Shi, P.: Exponential \(H_\infty \) filtering for uncertain discrete-time switched linear systems with average dwell time: A \(\mu \)-dependent approach. Int. J. Robust Nonlinear Control 18(11), 1188–1207 (2008)

    Article  MathSciNet  Google Scholar 

  45. Zhang, L., Zheng, W., Gao, H.: \(H_\infty \) model reduction of switched LPV systems via semi-time-varying reduced-order model. Syst. Control Lett. 98, 25–32 (2016)

    Article  MathSciNet  Google Scholar 

  46. Zhang, J., Shi, P., Lin, W.: Extended sliding mode observer based control for Markovian jump linear systems with disturbances. Syst. Control Lett. 70, 140–147 (2016)

    MathSciNet  Google Scholar 

  47. Zhang, Q., Chen, J., Liao, D., Cao, J., Alsaadi, F. E.: Improved dynamic event-triggered control for nonlinear systems with fading channels. Appl. Math. Comput. 450, 127990 (2023)

  48. Zou, L., Wang, Z., Shen, B., Dong, H.: Moving horizon estimation over relay channels: dealing with packet losses. Automatica 155, 111079 (2023)

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Funding

This work was supported in part by the Zhejiang Provincial Natural Science Foundation of China under Grant LY24F030006, in part by the National Natural Science Foundation of China under Grants 62003121, 62103004 and 62273005.

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Correspondence to Qi Li.

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Li, Q., Tan, H. & Liu, H. Observer-based \(H_\infty \) control for switched cyber-physical systems over amplify-and-forward relay networks subject to double fading channels. Nonlinear Dyn 113, 13243–13259 (2025). https://doi.org/10.1007/s11071-024-10688-7

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