时间延迟多代理系统的有限冲动控制与数据包丢失和参数不匹配.
IEEE transactions on cybernetics
|September 8, 2025
概括
这项研究在使用新型冲动控制的时间延迟的非线性多代理系统中实现了领先的共识. 它解决了数据包丢失和参数不匹配问题,用于强大的现实应用程序.
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:
- 在多代理系统中达成共识对于协调行为至关重要.
- 具有时间延迟的非线性系统带来了重大的控制挑战.
- 现实世界的通信限制,如数据包丢失和参数不匹配,阻碍了共识.
研究的目的:
- 在非线性时间延迟多代理系统中研究领导者遵循共识.
- 开发新的冲动控制协议,解决数据包丢失和参数不匹配的问题.
- 在实际沟通缺陷下建立强有力的共识标准.
主要方法:
- 开发两个冲动控制协议:纯冲动和有限冲动方案.
- 引入一个辅助函数来建模数据包丢失现象.
- 冲动控制理论与反向平均停留时间分析的整合.
主要成果:
- 对于具有时间延迟和异质参数的多代理系统,获得足够的共识标准.
- 拟议的控制框架在达成共识方面表现出有效性.
- 在实际通信缺陷下通过数值模拟进行验证.
结论:
- 建议的冲动控制框架有效地实现了领导者遵循的共识.
- 该研究成功地解决了数据包丢失和参数不匹配的挑战.
- 这些发现适用于具有通信限制的真实世界网络系统.
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