The event-triggered model-free adaptive control problem for a class of multiple input and multiple output (MIMO) nonlinear system under denial of service (DoS) attacks is investigated in this paper. To economize the limited bandwidth resources, an event-triggered mechanism is designed between the sensor and controller. First, intermittent denial of service attack is modeled, which is described as limited by frequency and duration, without more specific assumptions about the structure of attacks strategies. Then, with the help of the dynamic linearization method, a novel event-triggered model-free adaptive control algorithm is designed. The predictive output increments in the algorithm are used to compensate for the influence of DoS attacks on the system. Subsequently, the stability of the system is analyzed by using the Lyapunov method to determine the convergence of the tracking error. Finally, two simulation examples illustrate the validity of the design.
BuXYuWYuQ, et al. (2021) Event-triggered model-free adaptive iterative learning control for a class of nonlinear systems over fading channels. IEEE Transactions on Cybernetics52(9): 9597–9608. DOI: 10.1109/TCYB.2021.3058997.
2.
DingDWangZHanQ, et al. (2018) Security control for discrete-time stochastic nonlinear systems subject to deception attacks. IEEE Transactions on Cybernetics48(99): 779–789.
3.
GaoYLiYPengL (2020) Event-triggered fault tolerant control for a class of state saturated systems subject to deception attacks. Transactions of the Institute of Measurement and Control42(11): 1935–1945.
4.
GuZAhnCYueD (2020) Event-triggered H∞ filtering for TS fuzzy-model-based nonlinear networked systems with multisensors against DoS attacks. IEEE Transactions on Cybernetics52(6): 5311–5321. DOI: 10.1109/TCYB.2020.3030028.
5.
GuZSunXLamH, et al. (2022a) Event-based secure control of TCS fuzzy-based 5-DOF active semivehicle suspension systems subject to DoS attacks. IEEE Transactions on Fuzzy Systems30(6): 2032–2043.
6.
GuZYanSAhnCK, et al. (2022b) Event-triggered dissipative tracking control of networked control systems with distributed communication delay. IEEE Systems Journal16(2): 3320–3330.
7.
HouZJinS (2011a) A novel data-driven control approach for a class of discrete-time nonlinear systems. IEEE Transactions on Control Systems Technology19(6): 1549–1558.
8.
HouZJinS (2011b) Data-driven model-free adaptive control for a class of MIMO nonlinear discrete-time systems. IEEE Transactions on Neural Networks22(12): 2173–2188.
9.
HouZXiongS (2019) On model-free adaptive control and its stability analysis. IEEE Transactions on Automatic Control64(11): 4555–4569.
10.
HuSDongYXieX (2019) Resilient event-triggered controller synthesis of networked control systems under periodic DoS jamming attacks. IEEE Transactions on Cybernetics49(12): 4271–4281.
11.
LiTChenBYuL (2020) Active security control approach against DoS attacks in cyber physical systems. IEEE Transactions on Automatic Control66(9): 4303–4310. DOI: 10.1109/TAC.2020.3032598.
12.
LiuTJiangZ (2015) Event-based control of nonlinear systems with partial state and output feedback. Automatica53: 10–22.
13.
LuAYangG (2018) Input-to-state stabilizing control for cyber-physical systems with multiple transmission channels under denial-ofservice. IEEE Transactions on Automatic Control16(06): 1813–1820.
14.
PangZLiuGZhouD, et al. (2017) Data-driven control with input design-based data dropout compensation for networked nonlinear systems. IEEE Transactions on Control Systems Technology25(2): 628–636.
15.
PangZHMaBLiuGP, et al. (2022a) An incremental triangular dynamic linearization approach. IEEE Transactions on Circuits and Systems II: Express Briefs. DOI: 10.1109/TCSII.2022.3181232.
16.
PangZHZhaoXYSunJ, et al. (2022b) Comparison of three data-driven networked predictive control methods for a class of nonlinear systems. IEEE/CAA Journal of Automatica Sinica9(9): 1714–1716.
17.
PangZHFuYGuoHB (2022c) Analysis of stealthy false data injection attacks against networked control systems: three case studies. Journal of Systems Science and Complexity546. DOI: 10.1007/s11424-022-2120-6.
18.
PersisCDTesiP (2015) Input-to-state stabilizing control under denialof-service. IEEE Transactions on Automatic Control60(11): 2930–2944.
19.
SaeediMZareiJRazavi-FarR, et al. (2022) Event-based fast terminal sliding mode control design for a class of uncertain nonlinear systems with input delay: a quantized feedback control. Journal of Vibration and Control. DOI: 10775463211070901.
20.
SuLYeD (2020) Observer-based output feedback Hcontrol for cyber physical systems under randomly occurring packet dropout and periodic DoS attacks. ISA Transactions104(1): 58–67.
21.
XuDShiYJiZ (2018) Model-free adaptive discrete-time integral sliding-mode-constrained-control for autonomous 4WMV parking systems. IEEE Transactions on Industrial Electronics65(1): 834–843.
22.
YanJJYangGH (2021) Switching resilient control scheme for cyber-physical systems against DoS attacks. Journal of the Franklin Institute358(8): 4257–4276.
23.
YangYXuCFanX (2020) Event-trigger based adaptive output feedback approximately optimal tracking control of a class of MIMO non-affine nonlinear systems. Journal of the Franklin Institut357(3): 1734–1763.
24.
YuWWangRBuX (2020) Model free adaptive control for a class of nonlinear systems with fading measurements. Journal of the Franklin Institute357(12): 7743–7760.
25.
ZhangJFengG (2014) Event-driven observer-based output feedback control for linear systems. Automatica50(7): 1852–1859.
26.
ZhangHZhouJSunQ, et al. (2017) Data-driven control for interlinked AC/DC microgrids via model-free adaptive control and dual-droop control. IEEE Transactions on Smart Grid8(2): 557–571.
27.
ZhangYSuXLiuZ (2019) Event-triggered adaptive fuzzy tracking control with guaranteed transient performance for MIMO nonlinear uncertain systems. IEEE Transactions on Cybernetics51(2): 736–749.
28.
ZhangXHanQLGeX (2020) Resilient control design based on a sampled-data model for a class of networked control systems under denial-of-service attacks. IEEE Transactions on Cybernetics50(8): 3616–3626.
29.
ZhuYZZhengWX (2020) Observer-based control for cyber physical systems with periodic DoS attacks via a cyclic switching strategy. IEEE Transactions on Automatic Control65(8): 3714–3721.
