对不确定非线性分数顺序多代理系统的异步采样数据分布式控制设计
IEEE transactions on cybernetics
|August 19, 2025
概括
本研究介绍了针对具有不确定性和干扰的非线性分数顺序多元代理系统 (MAS) 的新控制协议. 新的适应性方案确保了系统的稳定性,并为所有代理商达成共识.
科学领域:
- 控制理论 控制理论
- 系统工程 系统工程
- 应用数学 应用数学 应用数学
背景情况:
- 多代理系统 (MAS) 在分布式控制中至关重要.
- 分数顺序系统 (FOSs) 由于记忆效应而表现出复杂的动态.
- 现有的控制方法与非同步采样和FOS中的系统不确定性作斗争.
研究的目的:
- 开发一种新的非同步采样数据分布式共识控制协议.
- 解决非线性分数顺序MAS中的系统不确定性和时间变化的干扰.
- 确保稳定,并为所有代理人实现输出共识.
主要方法:
- 设计了一个新的基于自适应后退的分布式采样数据控制方案.
- 控制方案考虑了FOSs的遗传性和无限内存特征.
- 使用利亚普诺夫稳定性分析来证明系统的稳定性和共识.
主要成果:
- 拟议的控制策略保证了闭环系统的稳定性.
- 系统内的所有信号都被证明是有界的.
- 每个代理实现输出共识与时间变化的参考轨迹.
结论:
- 开发的异步采样数据控制协议对非线性分数顺序MAS有效.
- 该方法成功地处理了系统的不确定性和时间变化的干扰.
- 模拟研究验证了该方法的理论发现和实际适用性.
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