针对基于自适应式双终端动态触发的虚假数据注入攻击的多代理系统的affine形成机动控制
Yuezheng Xie1, Chenjun Liu1, Jason J R Liu1
1Department of Electromechanical Engineering, University of Macau, Macau, China.
ISA transactions
|December 23, 2025
概括
本研究提出了一个适应性控制框架,以保护多代理系统免受虚假数据注入攻击,确保稳定的阵营机动和高效的通信.
科学领域:
- 控制系统工程 控制系统工程
- 多代理系统的网络安全.
- 网络化系统 网络化系统
背景情况:
- 多代理系统容易受到虚假数据注入 (FDI) 攻击,损害了阵营的机动.
- 现有的控制策略可能无法充分解决适应性攻击补偿和通信效率的问题.
研究的目的:
- 开发一种可适应的双终端事件触发控制框架,用于安全的亲属阵列机动.
- 为了减轻外国直接投资的攻击,同时保持系统稳定性和减少网络负载.
主要方法:
- 基于压力矩阵的亲缘定位和适应性攻击补偿的整合.
- 实施双通道事件触发机制,具有时间依赖的值.
- 利亚普诺夫稳定性分析以确保边界追踪错误并防止Zeno行为.
主要成果:
- 追随者代理人成功重建了不受攻击的状态.
- 证明有效地减轻了外国直接投资的攻击.
- 维护阵营完整性和强大的系统性能.
- 通过动态触发,大大减少了通信负载.
结论:
- 拟议的框架提供了一种安全和有效的解决方案,用于在外国直接投资攻击下在多代理系统中进行阵营机动.
- 适应式和事件触发式方法平衡了安全性,性能和通信效率.
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