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Enhancing network security in constrained switched systems: event-triggered MPC with a buffer-based anti-attack approach.

Authors :
Lv, Yanbo
Qi, Yiwen
Guo, Shitong
Qu, Ziyu
Li, He
Source :
International Journal of Systems Science. Oct2024, Vol. 55 Issue 14, p2963-2979. 17p.
Publication Year :
2024

Abstract

This paper explores event-triggered model predictive control (MPC) for constrained switched systems, incorporating a buffer-based anti-attack (BBAA) approach to ensure network security. Since the system state is unknown and disturbed, an observer-based $ H_{\infty } $ H ∞ MPC approach is used to estimate the system state and suppress disturbance. Furthermore, the estimated state and control input can be optimised by minimising the performance function. Considering that the system state is subject to denial of service (DoS) attacks in the feedback channel, the BBAA approach is used to reconstruct the estimated state, thereby reducing the impact of attacks on system performance. To improve the utilisation of network resources, a set of event-triggering mechanisms (ETMs) is used. In addition, a set of matrix inequality conditions is given to constrain the gains of controllers and observers. Then, the system $ H_{\infty } $ H ∞ performance is demonstrated by applying the average dwell time (ADT) and the Lyapunov function method, and the complex coupling between model switching, DoS attacks and event-triggering is analysed. Simulation results validate the effectiveness of the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00207721
Volume :
55
Issue :
14
Database :
Academic Search Index
Journal :
International Journal of Systems Science
Publication Type :
Academic Journal
Accession number :
179483178
Full Text :
https://doi.org/10.1080/00207721.2024.2364291