基于分布式自适应屏障功能的集成滑动模式共识控制多代理系统的多代理系统
Tara Swaraj1, Krishanu Nath2, Manas Kumar Bera3
1National Institute of Technology, Silchar, 788010, Assam, India.
ISA transactions
|November 7, 2025
概括
本研究介绍了多代理系统的新型分布式自适应控制协议,增强领导者-追随者共识和时间变化的组成. 基于屏障功能的方法最大限度地降低了控制收益,并减少了聊天,以提高稳定性.
科学领域:
- 控制系统工程 控制系统工程
- 机器人技术 机器人技术 机器人技术
- 分布式系统 分布式系统
背景情况:
- 多代理系统需要对共识和形成任务进行强有力的控制.
- 现有的方法经常与未知的干扰和控制器增益调整作斗争.
研究的目的:
- 设计分布式自适应控制协议,用于领导者-追随者共识和时间变化的形成问题.
- 为了解决不确定的线性动态和未知的边界干扰在多代理系统.
- 为了减少控制聊天,避免获得高估.
主要方法:
- 开发基于投影操作员的自适应控制协议.
- 实施基于整体滑动模式的稳健控制策略.
- 基于屏障功能的自适应式集成滑动模式控制器的设计,以调整不连续的控制收益.
主要成果:
- 拟议的控制技术确保了不同意变量的趋同到预定义的0附近.
- 基于Lyapunov的稳定性证明证实了共识和形成控制的趋同.
- 数字示例验证了开发的协议的有效性.
结论:
- 新的自适应控制协议有效地实现领导者-追随者共识和多代理系统中的时间变化的组成.
- 屏障功能方法成功地减轻了聊天,并提高了控制性能.
- 这些发现为复杂的多代理协调问题提供了可靠的解决方案.
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