通过FAS终端的滑动模式预测控制来对抗混合攻击的网络物理系统的安全跟踪控制
IEEE transactions on cybernetics
|May 28, 2025
概括
这项研究介绍了针对混合攻击的网络物理系统 (CPS) 的安全跟踪控制. 一个新的预测控制方案提高了系统的稳定性,并确保了稳定的跟踪性能.
科学领域:
- 控制系统工程 控制系统工程
- 网络物理系统安全 网络物理系统安全
- 机器人技术 机器人技术 机器人技术
背景情况:
- 网络物理系统 (CPS) 容易受到混合攻击,包括拒绝服务和虚假数据注入.
- 安全的跟踪控制对于在不利条件下保持系统性能和稳定性至关重要.
研究的目的:
- 为面临混合攻击的CPS开发一个强大而安全的跟踪控制策略.
- 通过先进的控制技术,提高CPS的弹性和性能.
主要方法:
- 为CPS (FACPS) 构建了一个完全执行系统 (FAS) 模型.
- 集成了一个终端滑动模式概念,以提高对混合攻击的稳定性.
- 为了最佳的控制器设计,开发了一种使用二奥芬丁方程的增量FAS预测模型.
主要成果:
- 提出了一个新的FAS终端滑动模式预测控制方案.
- 该方案有效地抵御前向和后向道中的混合攻击.
- 使用线性矩阵不等式 (LMI) 分析了有限稳定性和跟踪性能.
结论:
- 拟议的控制方案为CPS中安全跟踪控制提供了一个可行的解决方案.
- 该方法在空载航天器模拟器上得到了验证,证明了其可行性和实用性.
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