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基于输出反的适应性无领导者共识,用于具有切换拓学的异质非线性多代理系统.
IEEE transactions on cybernetics
|July 18, 2024
概括
本研究引入了非线性多代理系统的新控制方法,使得尽管系统顺序和未知参数各不相同,但可以实现无领导的输出共识. 这种方法减少了通信需求,提高了控制系统的效率.
科学领域:
- 控制理论 控制理论
- 非线性系统是非线性系统.
- 多代理系统 多代理系统
背景情况:
- 无领导的输出共识对于协调非线性多代理系统至关重要.
- 不同质的系统订单和不匹配的未知参数带来了重大的控制挑战.
- 像自适应后退这样的现有方法与切换拓和系统变化作斗争.
研究的目的:
- 开发一种新的分布式自适应无领导的输出共识控制方案.
- 为应对异质系统订单和不匹配的未知参数所带来的挑战.
- 为了减少非线性多代理系统中的通信负载.
主要方法:
- 为每个代理商提出了一个新的分布式参考系统,仅使用邻近代理商的相对输出.
- 一个完全分布的,基于参考系统的自适应控制方案是使用输出反设计的.
- 该方法避免共享详细的系统状态,参数或虚拟参考状态.
主要成果:
- 拟议的控制方案有效地在非线性多代理系统中实现无领导的输出共识.
- 该方法可以容纳异质的系统订单和不匹配的未知参数.
- 证实了通信负担的显著降低,可能会用传感器取代传统网络.
结论:
- 开发的控制方案为复杂的多代理系统中无领导的输出共识提供了强大的解决方案.
- 该方法的减少通信要求为现实世界的应用提供了实际优势.
- 通过说明性示例验证了这些发现,证实了该计划的有效性.
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