一个灵活的有限时间共识协议,用于二级多代理系统,具有固定控制
Ziwei Zhang1, Xiuxia Yin1, Songlin Hu2
1The Department of Mathematics, School of Mathematics and Computer Sciences, Nanchang University, Nanchang, Jiangxi 330031, People's Republic of China.
ISA transactions
|December 10, 2024
概括
本研究引入了第二级多代理系统的灵活协议,以实现有限时间共识. 它允许不一致的通信重量和非线性合,改进了分布式控制系统的现有方法.
科学领域:
- 控制理论 控制理论
- 机器人技术 机器人技术 机器人技术
- 网络化系统 网络化系统
背景情况:
- 有限时间共识对于多代理系统中的协调行为至关重要.
- 现有的算法通常需要统一的通信权重和非线性合,限制了它们的适用性.
- 由于合的位置和速度动态,二阶系统存在独特的挑战.
研究的目的:
- 为二级多代理系统开发一种新的有限时间共识协议.
- 通过允许特异性通信重量和非线性合来解决现有方法的局限性.
- 提供依赖于初始条件的结算时间估计.
主要方法:
- 一个灵活的连续控制协议的设计.
- 运用Lyapunov功能方法进行稳定性分析.
- 有限时间稳定性分析以保证趋同.
主要成果:
- 拟议的协议为二级系统中的所有代理实现了有限时间的共识.
- 据估计,结算时间是基于最初的系统状态,没有对参数的限制性假设.
- 有效处理不一致的通信重量和非线性合.
结论:
- 开发的协议为二级多代理系统的有限时间共识提供了更灵活和更强大的解决方案.
- 这些发现有助于理解和实际应用复杂系统中的分布式控制.
- 模拟结果验证了拟议方法的理论有效性.
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