研究指挥和控制网络对基于不对称组依赖的级联故障的弹性
Biao Zhao1, Menglin Wang1, Weiting Lin1
1Information Support Force Engineering University, Wuhan, China.
Scientific reports
|August 12, 2025
概括
这项研究提高了指挥和控制 (C2) 和信息和通信 (IC) 网络应对级联故障的弹性. 一个新的全面的再分配战略显著提高了网络的稳定性和可靠性.
科学领域:
- 网络科学 网络科学
- 网络安全 网络安全
- 系统工程 系统工程
背景情况:
- 指挥和控制 (C2) 网络对于运营效率至关重要.
- C2和信息通信 (IC) 网络之间的相互依赖性越来越大,导致级联故障,影响可靠性.
- 现有的模型很难解决导致这些失败的单向依赖.
研究的目的:
- 调查和增强合C2和IC网络的抗级联故障的弹性.
- 提出一个不对称的群体依赖性合网络模型.
- 引入和评估新的负载再分配策略.
主要方法:
- 开发了一个不对称的群体依赖性合网络模型.
- 引入了四个改进的负载再分配策略.
- 使用非线性容量负载模型模拟级联故障.
- 在各种攻击场景下进行模拟实验.
主要成果:
- 提出的四种负载再分配策略显著提高了网络抵御级联故障的弹性.
- 全面的再分配战略 (CR) 在各种场景中表现出卓越的稳定性和弹性.
- 在特定的超载和恢复参数下实现了最佳性能.
- 结果表明,仅仅增加节点容量并不能保证提高弹性.
结论:
- 拟议的策略有效地减轻联C2和IC网络中的级联故障.
- 该CR战略为增强网络弹性提供了一个强大的解决方案.
- 网络弹性是负载分配,容量和恢复机制的复杂相互作用,不仅仅取决于容量增加.
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