基于全驱动系统方法的高阶非线性系统在虚假数据注入与恶意攻击下的跟踪控制

Fully Actuated System Approach-Based Tracking Control for High-Order Nonlinear System Under False Data Injection and Malicious Attacks

IEEE Transactions on Cybernetics · 2026
被引 0
ABS 3

中文导读

研究了高阶不确定非线性系统在虚假数据注入和恶意攻击下的跟踪控制问题,通过坐标变换和新引理处理攻击影响,实现预设时间收敛,并用单连杆机械臂验证了方法有效性。

Abstract

This article primarily investigates the tracking control problem of high-order uncertain nonlinear systems with odd-rational-power under false data injection (FDI) attacks and malicious attacks, based on the fully actuated system (FAS) theory. Due to the corruption of the state information by an additional attack signal, the true state information cannot be directly used for controller design. To mitigate the impact of unknown FDI attacks, a coordinate transformation is applied using the attacked state. In addition, using a piecewise smooth function approaching a saturation function, a new lemma is proposed to deal with the unknown control gain of the prescribed-time control input saturation and malicious attacks problem. Theoretical analysis demonstrates that the tracking errors converge in the prescribed time and all closed-loop system signals remain bounded. Finally, a numerical example is provided, along with a practical case study based on a single-link robotic manipulator, to validate the effectiveness of the proposed method.

非线性系统跟踪控制网络安全全驱动系统