新型动态事件触发共识控制多代理系统的马科维交换拓在DoS攻击下的多代理系统
IEEE transactions on cybernetics
|July 4, 2024
概括
本研究引入了一种新的动态事件触发共识控制,用于面临拒绝服务 (DoS) 攻击的多代理系统 (MAS). 新的战略在不确定的条件下提高了安全性和通信效率.
科学领域:
- 控制理论 控制理论
- 网络化系统 网络化系统
- 网络安全 网络安全
背景情况:
- 多代理系统 (MAS) 容易受到拒绝服务 (DoS) 攻击,破坏共识控制.
- 现有的方法通常依赖于传统的马科夫切换拓,这可能无法捕捉现实世界的不确定性.
- 由于资源的限制,MAS需要有效的沟通策略.
研究的目的:
- 开发一个新的动态事件触发的共识控制策略,用于MAS在DoS攻击下.
- 为应对普遍不确定的半马科维亚 (GUSM) 切换拓所带来的挑战.
- 提高通信效率和系统安全.
主要方法:
- 构建GUSM切换拓,包括部分未知的元素和时间依赖的不确定性.
- 引入一种新的动态记忆事件触发策略 (DMETS),以减少通信频率.
- 在DoS攻击和GUSM拓下为MAS建立安全的共识控制标准.
主要成果:
- 拟议的DMETS有效地减少了通信负载,同时保持共识.
- 尽管存在DoS攻击和复杂的交换拓,但仍能实现安全的共识控制.
- 开发的标准为分析系统稳定性和性能提供了一个强大的框架.
结论:
- 新的动态事件触发的共识控制策略对具有GUSM拓和DoS攻击的MAS有效.
- 在不确定的环境中,DMETS提供了一种资源高效的解决方案,用于安全控制.
- 这些发现有助于推进网络应用程序的弹性控制系统.
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