通过采样数据事件触发机制,对非线性单一多代理系统进行允许的共识跟踪控制.
1Automation Division, School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China.
ISA transactions
|February 24, 2025
概括
本研究涉及未知非线性单一多代理系统的共识跟踪,使用采样数据事件触发控制. 一个新的自适应协议确保了可接受的共识,优于现有方法.
科学领域:
- 控制理论 控制理论
- 系统工程 系统工程
- 网络化系统 网络化系统
背景情况:
- 在多代理系统中,共识跟踪至关重要.
- 事件触发机制可以减少通信负载.
- 奇点系统和未知的非线性动力学带来了重大挑战.
研究的目的:
- 为具有未知动态的非线性单一多代理系统制定可接受的共识跟踪控制策略.
- 设计和比较静态和动态采样数据事件触发机制.
- 提出一个分布式自适应事件触发控制协议,以克服双重估计问题.
主要方法:
- 在采样数据框架内设计静态和动态事件触发观察者.
- 开发一个分布式自适应事件触发控制协议.
- 为允许的共识追踪建立足够的条件.
- 通过三个数值示例进行验证.
主要成果:
- 动态事件触发机制与静态机制相比,表现出优越的性能.
- 拟议的适应性协议有效地消除了由双重估计引起的边界共识错误.
- 建立了足够的条件来实现允许的共识跟踪.
结论:
- 开发的分布式自适应事件触发控制协议对非线性单一多代理系统有效.
- 拟议的方法在未知动态的样本数据条件下实现了允许的共识跟踪.
- 这些发现为复杂的多代理系统协调提供了可靠的解决方案.
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