在事件触发的冲动控制下,多个代理系统的指数共识与启动延迟
1School of Automation, Guangdong University of Technology, Guangzhou 510006, China.
Entropy (Basel, Switzerland)
|June 28, 2023
概括
本研究探讨了使用事件触发的冲动控制的非线性领导追随多代理系统的指数共识. 分析了启动延迟,显示它们阻碍了共识,但可以扩大触发间隔.
科学领域:
- 控制理论 控制理论
- 系统工程 系统工程
- 应用数学 应用数学 应用数学
背景情况:
- 多代理系统 (MAS) 对于分布式任务至关重要.
- 在MAS中达成共识 (协议) 是一个根本的挑战.
- 冲动控制和事件触发机制提供了有效的控制策略.
研究的目的:
- 调查非线性领导者遵循的MAS中的指数共识.
- 分析事件触发式冲动控制与执行延迟的影响.
- 开发条件以保证指数共识,同时避免Zeno行为.
主要方法:
- 利用事件触发的冲动控制来进行同步.
- 采用线性矩阵不等式 (LMI) 技术进行分析.
- 证明了避免Zeno行为 (有限时间内无限的冲动).
主要成果:
- 导出了指数共识的足够条件.
- 量化了执行延迟和共识性能之间的权衡.
- 证明,增加启动延迟会扩大触发间隔,但会降低共识.
结论:
- 事件触发的冲动控制在MAS中有效实现指数共识.
- 执行延迟显著影响系统性能和共识.
- 基于LMI的方法为分析这些系统提供了一个强大的框架.
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