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预定义的时间共识跟踪控制多代理系统的频道色
IEEE transactions on cybernetics
|September 28, 2023
概括
本研究引入了一种新的多代理系统 (MAS) 控制方法,以实现领导者遵循的共识,即使使用不可靠的通信道. 该方法确保系统在设定的时间内达成协议,克服信号色的挑战.
科学领域:
- 控制理论 控制理论
- 网络化系统 网络化系统
- 机器人技术 机器人技术 机器人技术
背景情况:
- 多代理系统 (MAS) 对于复杂的任务需要协调的行为.
- 沟通道的消失对在MAS达成共识构成了重大挑战.
- 现有的控制方案经常因时间限制和外部干扰而扎.
研究的目的:
- 在道色下,为二级MAS开发一个预定义的时间领导者遵循的共识控制方案.
- 设计分布式观察器,以在频道色的情况下进行领导状态估计.
- 创建一个自适应的动态表面控制策略,以减轻估计错误并达成共识.
主要方法:
- 设计新型分布式观测器,以在无定向和有定向图形下进行领先状态估计.
- 开发一种自适应的动态表面控制方法来处理不匹配的干扰.
- 数学证明以保证预先定义的时间共识跟踪.
主要成果:
- 拟议的分布式观察员有效地估计了领导国家,尽管道色.
- 适应性控制策略成功地消除了干扰,并实现了实际的预定义时间领导者遵循共识.
- 控制方案确保了多代理系统的预定义时间共识跟踪.
结论:
- 新的控制方案有效地解决了MAS共识中的道色问题.
- 这种方法保证了预先定义的时间趋同,提高了系统性能和可靠性.
- 模拟结果验证了所提出的分布式观察员和控制策略的有效性.
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