基于贝叶斯-斯塔克尔伯格博弈的有限时间滑模容错安全控制:面向遭受干扰攻击与多重物理故障的信息物理系统

Bayesian-Stackelberg-Game-Based Finite-Time Sliding Mode Fault-Tolerant Secure Control for Cyber–Physical Systems Under Jamming Attacks and Multiple Physical Faults

IEEE Transactions on Cybernetics · 2025
被引 2
ABS 3

中文导读

研究了信息物理系统在干扰攻击和多重物理故障下的滑模容错安全控制,利用贝叶斯-斯塔克尔伯格博弈建模发射器与攻击者的竞争,设计最优功率策略和集成观测器,实现有限时间状态收敛。

Abstract

This article investigates the sliding mode fault-tolerant secure control for cyber-physical system facing jamming attacks and multiple physical faults. An intelligent attacker is capable of emitting interference power and adjusting its strategy by observing the transmitter's sending power, leading to packet dropouts in the controller-to-actuator channel. A Bayesian Stackelberg game is exploited to capture these competitive interactions between the two players, in which the transmitter and the intelligent attacker can only probabilistically obtain information about each other's channel state and transmission cost. Meanwhile, the transmitter has only statistical knowledge about either the presence or absence of the attacker in the practical environment. First, optimal transmission power strategies for both sides are studied using the backward induction method and the Karush-Kuhn-Tucker condition. Second, an integrated observer is designed to simultaneously estimate the system state, actuator fault, and sensor fault. Furthermore, the reaching law is proposed so that the state trajectories can reach the preselect sliding surface during the assigned finite time interval from any initial state. Sufficient criteria are derived to guarantee stochastic finite-time boundedness during reaching and sliding motion phases of closed-loop systems using a sliding-mode fault-tolerant secure controller. Finally, simulation results validate the effectiveness and superiority of the proposed method.

信息物理系统滑模控制容错控制博弈论网络安全