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2022 | OriginalPaper | Chapter

Event-Triggered Secure Tracking Control for Fixed-Wing Aircraft with Measurement Noise Under Sparse Attacks

Authors : Guangdeng Chen, Xiao-Meng Li, Wenbin Xiao, Hongyi Li

Published in: Intelligent Robotics and Applications

Publisher: Springer International Publishing

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Abstract

This study focuses on the secure tracking control problem of fixed-wing aircraft with multiple output sensors under sparse attacks and measurement noise, where the main challenge is to achieve secure state estimation. An output estimation method based on the Grubbs test is proposed to exclude outliers before estimation to improve the estimated accuracy. Moreover, an event-triggered mechanism is designed to transmit data only when more than half of the measurement data meet the triggering conditions, thereby alleviating the interference of sparse attacks with normal triggering. Based on the event-triggered output estimation, an extended high-gain state observer is designed, which ensures the output prediction accuracy by using the reference output, and estimates the matched model uncertainty as an extended state to decrease the estimation errors. Finally, the tracking controller is designed with the estimated states. The control performance of the proposed method is verified by a numerical simulation.

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Fawzi, H., Tabuada, P., Diggavi, S.: Secure estimation and control for cyber-physical systems under adversarial attacks. IEEE Trans. Autom. Control 59(6), 1454–1467 (2014)MathSciNetCrossRef

Petit, J., Stottelaar, B., Feiri, M., Kargl, F.: Remote attacks on automated vehicles sensors: experiments on camera and LiDAR. In: Proceedings of Black Hat Europe, p. 995 (2015)

Shoukry, Y., et al.: SMT-based observer design for cyber-physical systems under sensor attacks. ACM Trans. Cyber-Phys. Syst. 2(1), 1–27 (2018). Art. no. 5

An, L., Yang, G.H.: State estimation under sparse sensor attacks: a constrained set partitioning approach. IEEE Trans. Autom. Control 64(9), 3861–3868 (2019)MathSciNetCrossRef

Yang, T., Murguia, C., Kuijper, M., Nešić, D.: A multi-observer based estimation framework for nonlinear systems under sensor attacks. Automatica 119, 109043 (2020)

Yang, T., Lv, C.: A secure sensor fusion framework for connected and automated vehicles under sensor attacks. IEEE Internet Things J. (early access). https://doi.org/10.1109/JIOT.2021.3101502

Ao, W., Song, Y., Wen, C.: Distributed secure state estimation and control for CPSs under sensor attacks. IEEE Trans. Cybern. 50(1), 259–269 (2020)CrossRef

Chen, G., Yao, D., Li, H., Zhou, Q., Lu, R.: Saturated threshold event-triggered control for multiagent systems under sensor attacks and its application to UAVs. IEEE Trans. Circ. Syst. I Reg. Papers 69(2), 884–895 (2022)CrossRef

Tabuada, P.: Event-triggered real-time scheduling of stabilizing control tasks. IEEE Trans. Autom. Control 52(9), 1680–1685 (2007)MathSciNetCrossRef

10.

Yao, D., Li, H., Shi, Y.: Adaptive event-triggered sliding mode control for consensus tracking of nonlinear multi-agent systems with unknown perturbations. IEEE Trans. Cybern. (early access). https://doi.org/10.1109/TCYB.2022.3172127

11.

Chen, G., Yao, D., Zhou, Q., Li, H., Lu, R.: Distributed event-triggered formation control of USVs with prescribed performance. J. Syst. Sci. Complex., 1–19 (2021). https://doi.org/10.1007/s11424-021-0150-0

12.

Heemels, W.P.M.H., Donkers, M.C.F., Teel, A.R.: Periodic event-triggered control for linear systems. IEEE Trans. Autom. Control 58(4), 847–861 (2013)MathSciNetCrossRef

13.

Mao, Z., Jiang, B., Shi, P.: Fault-tolerant control for a class of nonlinear sampled-data systems via a Euler approximate observer. Automatica 46(11), 1852–1859 (2010)MathSciNetCrossRef

14.

Selivanov, A., Fridman, E.: Observer-based input-to-state stabilization of networked control systems with large uncertain delays. Automatica 74, 63–70 (2016)MathSciNetCrossRef

15.

Etienne, L., Hetel, L., Efimov, D., Petreczky, M.: Observer synthesis under time-varying sampling for Lipschitz nonlinear systems. Automatica 85, 433–440 (2017)MathSciNetCrossRef

16.

Farza, M., M’Saad, M., Fall, M.L., Pigeon, E., Gehan, O., Busawon, K.: Continuous-discrete time observers for a class of MIMO nonlinear systems. IEEE Trans. Autom. Control 59(4), 1060–1065 (2014)MathSciNetCrossRef

17.

Young, A., Cao, C., Patel, V., Hovakimyan, N., Lavretsky, E.: Adaptive control design methodology for nonlinear-in-control systems in aircraft applications. J. Guid. Control Dyn. 30(6), 1770–1782 (2007)CrossRef

18.

Ma, R., Shi, P., Wu, L.: Sparse false injection attacks reconstruction via descriptor sliding mode observers. IEEE Trans. Autom. Control 66(11), 5369–5376 (2021)MathSciNetCrossRef

19.

Cao, L., Yao, D., Li, H., Meng, W., Lu, R.: Fuzzy-based dynamic event triggering formation control for nonstrict-feedback nonlinear MASs. Fuzzy Sets Syst. (early access). https://doi.org/10.1016/j.fss.2022.03.005

20.

Bouraoui, I., Farza, M., Ménard, T., Ben Abdennour, R., M’Saad, M., Mosrati, H.: Observer design for a class of uncertain nonlinear systems with sampled outputs-application to the estimation of kinetic rates in bioreactors. Automatica 55, 78–87 (2015)MathSciNetCrossRef

21.

Guo, B., Zhao, Z.: Weak convergence of nonlinear high-gain tracking differentiator. IEEE Trans. Autom. Control 58(4), 1074–1080 (2013)MathSciNetCrossRef

22.

Liu, Y., Li, H., Zuo, Z., Li, X., Lu, R.: An overview of finite/fixed-time control and its application in engineering systems. IEEE/CAA J. Autom. Sinica (early access). https://doi.org/10.1109/JAS.2022.105413

23.

Liu, Y., Yao, D., Li, H., Lu, R.: Distributed cooperative compound tracking control for a platoon of vehicles with adaptive NN. IEEE Trans. Cybern. (early access). https://doi.org/10.1109/TCYB.2020.3044883

Title: Event-Triggered Secure Tracking Control for Fixed-Wing Aircraft with Measurement Noise Under Sparse Attacks
Authors: Guangdeng Chen
Xiao-Meng Li
Wenbin Xiao
Hongyi Li
Publisher: Springer International Publishing
Book: Intelligent Robotics and Applications
Print ISBN: 978-3-031-13821-8

Electronic ISBN: 978-3-031-13822-5

Copyright Year: 2022
DOI: https://doi.org/10.1007/978-3-031-13822-5_13

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