非线性时间延迟多代理系统的分布式控制:混合和约束冲动方法
IEEE transactions on cybernetics
|October 11, 2023
概括
本研究探讨了具有通信限制和时间延迟的多代理系统中的冲动共识. 一个新的事件触发的冲动控制协议通过减少通信频率,同时防止Zeno行为来提高效率.
科学领域:
- 控制系统工程 控制系统工程
- 网络化系统 网络化系统
- 机器人技术 机器人技术 机器人技术
背景情况:
- 多代理系统面临的挑战是通信限制和时间延迟.
- 在有限的带宽和和条件下达成共识是复杂的.
- 现有的协议可能无法优化通信效率.
研究的目的:
- 调查和约束下多剂系统的冲动共识.
- 开发一种新的控制协议,以提高通信效率.
- 确保达成共识,同时避免Zeno行为和减少通信频率.
主要方法:
- 提出了一种新的控制协议,将事件触发策略和一般冲动控制结合起来.
- 由于通信带宽有限,考虑了全局和部分和限制.
- 利用理论分析来得出达成共识的充分条件.
主要成果:
- 在全球和部分和约束下,获得了实现冲动共识的足够条件.
- 拟议的协议有效地减少了通信频率.
- 成功避免了Zeno的行为.
结论:
- 这种新型事件触发脉冲控制协议对于具有通信限制和时间延迟的多代理系统是有效的.
- 通过模拟示例验证理论发现.
- 这种方法提高了网络控制系统的通信效率.
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