一个精致的基于事件的适应性弹性过,用于复杂的网络过切换拓
Xiaoyuan Zheng1, Hao Zhang2, Huaicheng Yan3
1School of Artificial Intelligence and Data Science, Hebei University of Technology, Tianjin, 300401, China.
ISA transactions
|February 27, 2024
概括
本研究介绍了一种适应性事件触发方案,用于在具有切换拓的离散时间复杂网络中进行弹性过. 该方法根据测量变化优化数据传输,提高过性能并节省网络能源.
科学领域:
- 控制系统 控制系统
- 网络工程 网络工程
- 信号处理 信号处理
背景情况:
- 弹性过对于具有动态切换拓的离散时间复杂网络至关重要.
- 有限的频道带宽需要高效的数据传输策略.
研究的目的:
- 开发一个适应事件触发的方案,用于复杂的网络中具有交换拓的弹性过.
- 为了解决带宽限制和不确定的网络参数.
主要方法:
- 由此推导出一种精细的适应性事件触发方案,其值根据测量变化速率动态调整.
- 在切换拓和不确定的内部合下,建议使用具有可变增益的弹性过器.
- 分析了估计误差共变率的最小上限.
主要成果:
- 适应性方案动态调整数据传输,平衡过性能和网络能耗.
- 建立了足够的条件,以估计错误的平均平方值为指数边界度.
- 模拟证实了拟议的弹性过方法的有效性.
结论:
- 拟议的自适应事件触发方案增强了复杂的交换拓网络中的弹性过性能.
- 该方法有效地管理带宽限制和网络不确定性.
- 这项工作有助于在动态网络环境中进行可靠的控制和估计.
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