Secure control design for cooperative adaptive cruise control with a time-varying input delays under false data injection attacks

被引:0
|
作者
Bonab, Parisa Ansari [1 ]
Javidi-Niroumand, Farahnaz [1 ]
Sargolzaei, Arman [1 ]
机构
[1] Univ S Florida, Mech Engn Dept, Tampa, FL USA
基金
美国国家科学基金会;
关键词
Cooperative adaptive cruise control; secure control design; false data injection attack; time-varying input delay; Lyapunov-Krasovskii stability; SYSTEMS;
D O I
10.1080/00207721.2024.2393696
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Connected and Autonomous Vehicles (CAVs) are shaping the future of transportation systems; however, their future development requires consideration of the upcoming challenges with cyber-physical attacks. Cooperative Adaptive Cruise Control (CACC) is one of the features used in CAVs. Using CACC increases the vulnerability of such systems to False Data Injection (FDI) attacks. To address this, this paper proposes a novel mitigation approach to compensate for FDI attacks and noise in real-time. In addition to FDI attacks, the current CACC algorithm suffers from input delay and disturbance. Here, we develop a nonlinear controller and an FDI attacks estimation technique to mitigate the effects of FDI attacks, noise, input delay and additive disturbance. Lyapunov-Krasovskii functionals are used in the Lyapunov-based stability analysis to ensure semi-global uniformly ultimately bounded tracking. In order to demonstrate the performance of the proposed approach, we validate it through simulation analysis.
引用
收藏
页码:375 / 393
页数:19
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