对于具有离散参考信号的非线性MAS的规定的时间跟踪控制:一个自我调节的控制获得了设计方法
IEEE transactions on cybernetics
|January 13, 2026
概括
本研究介绍了一种用于非线性多元代理系统 (MAS) 的新规定的时间故障耐受性跟踪控制. 该方法确保在设定的时间内准确跟踪,即使存在不确定性和干扰.
科学领域:
- 控制系统工程 控制系统工程
- 机器人和自动化 机器人和自动化
- 网络化系统 网络化系统
背景情况:
- 非线性多代理系统 (MAS) 面临的挑战是参数不确定性和外部干扰,影响跟踪控制.
- 在MAS中实现精确和及时的控制对于许多工程应用至关重要.
- 现有的控制策略可能无法同时充分解决故障耐受性和规定的时间收.
研究的目的:
- 为非线性MAS开发一个规定的时间容错的跟踪控制策略.
- 通过重建离散的参考信号来提高追踪精度.
- 确保系统输出在特定时间内趋同到所需的轨迹,尽管存在不确定性和故障.
主要方法:
- 使用立方轴线对离散的参考信号进行插值的轨迹重建.
- 规定的时间调节器的设计,以创建一个容错的跟踪控制器.
- 使用利亚普诺夫方法和模拟示例进行稳定性分析以验证方法.
主要成果:
- 拟议的控制器确保控制系统的输出在规定的跟踪时间内以任意的精度与重建的轨迹相聚.
- 该策略有效地处理非线性MAS中的参数不确定性和外部干扰.
- 通过稳定性分析和模拟示例来证明有效性.
结论:
- 开发的规定的时间故障耐受性跟踪控制策略在理论上是合理的,并且在实践中适用.
- 该方法为非线性MAS提供了更好的跟踪精度和稳定性.
- 这项研究有助于复杂的网络系统的控制工程的进步.
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