多层动态网络准同步的错误估计:一个固定式延迟冲动控制方案
IEEE transactions on cybernetics
|September 25, 2025
概括
本研究介绍了多层动态网络的新控制策略,以实现具有成本效益的准同步. 该方法确保在指定错误范围内可靠的网络同步,提高控制系统的性能.
科学领域:
- 复杂的系统复杂的系统.
- 网络科学 网络科学
- 控制理论 控制理论
背景情况:
- 多层动态网络由于相互连接的层和时间变化的合,表现出复杂的行为.
- 由于方向性和通信延迟等因素,在这些网络中实现同步是具有挑战性的.
研究的目的:
- 开发一种有效的错误估计方法,用于多层动态网络中的准同步.
- 为增强网络同步设计一个具有成本效益的固定冲动控制策略.
主要方法:
- 提出了一种新的固定冲动控制策略,利用冲动延迟信息和固定节点的数量.
- 一个代算法被用来建立一个延迟依赖的冲动差异不等式.
- 准同步标准是为了保证在规定的错误级别内实现趋同.
主要成果:
- 建立了准同步的新标准,确保在定义的容错率内实现趋同.
- 获得了同步错误边界的明确分析表达式.
- 该方法的有效性在多层单链路机器人臂网络上得到了证明.
结论:
- 拟议的方法为多层动态网络中的错误估计和控制提供了一个强大的框架.
- 开发的标准为同步的冲动延迟选择提供了灵活性.
- 数字模拟证实了拟议的同步策略的实际适用性和有效性.
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