网络模糊系统的会员功能依赖的弹性混合触发的被动性控制,以防止欺骗攻击
IEEE transactions on cybernetics
|March 3, 2025
概括
本研究引入了用于模糊系统的弹性混合触发 (HT) 控制,增强了对欺骗攻击的安全性. 新方法减少了网络负载,同时提高了系统稳定性和被动性性能.
科学领域:
- 控制系统工程 控制系统工程
- 网络系统安全 网络系统安全
- 模糊逻辑系统 模糊逻辑系统
背景情况:
- 网络系统容易受到欺骗攻击,损害控制系统的完整性.
- 传统的控制方法在平衡网络带宽和弹性方面面临挑战.
- 模糊系统提供适应性,但需要强大的控制策略来确保安全运行.
研究的目的:
- 为模糊系统开发一个依赖于会员功能的弹性混合触发 (HT) 的被动性控制.
- 为了减轻网络传输负担并提高对欺骗攻击的弹性.
- 为了提高网络模糊系统的整体被动性性能.
主要方法:
- 提出了一个新的弹性HT机制,利用Takagi-Sugeno模糊模型属性.
- 会员函数集成到HT值,权重矩阵和Lyapunov-Krasovskii函数中.
- 一个异步被动模糊控制器是为不完美的前提匹配场景而设计的.
主要成果:
- 拟议的HT战略有效地减少了网络带宽的使用.
- 通过成员职能依赖的方法实现了增强的被动性表现.
- 控制器设计证明了改进的可行性,并将现有的被动控制器泛化.
结论:
- 开发的弹性HT被动性控制是有效的网络模糊系统在欺骗攻击.
- 这种方法可以显著降低网络压力,同时保持强大的控制.
- 通过卡车拖车示例的验证证实了该技术的实际适用性.
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