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基于距离和拓重建方法的多代理系统的动态形成跟踪和耐故障控制
Lu Liu1, Cui Yu2, Yonghua Wang2
1School of Electronic Science and Technology, Xi'an Jiaotong University, Xi'an, 710000, China.
ISA transactions
|June 18, 2025
概括
本研究介绍了一种具有库伦摩擦的多代理系统 (MAS) 的分布式控制方法,可实现动态形成跟踪和故障耐受性. 这种方法确保了强大的形成调整和通信故障的恢复.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统 控制系统
- 多代理系统 多代理系统
背景情况:
- 多代理系统 (MAS) 需要复杂的控制来协调运动和形成维护.
- 库伦摩擦在实现精确控制和形成稳定性方面提出了重大挑战.
- 现有的方法可能缺乏对通信故障和动态形成调整的稳定性.
研究的目的:
- 开发一个分布式控制策略,用于在库伦摩擦下在MAS中进行动态形成跟踪.
- 设计一个耐故障的控制机制,用于MAS组合经历通信故障.
- 为了确保在目标追踪过程中不断调整阵列方向和大小.
主要方法:
- 运用哈密尔顿港能源框架进行系统建模.
- 建模剂合作为虚拟弹来表示相互作用力.
- 实施基于距离的分布式控制方案来调整组合.
- 开发基于拓重建的容错算法,用于故障恢复.
主要成果:
- 拟议的分布式方法可以在MAS中通过库伦摩擦实现动态形成跟踪.
- 控制方案允许连续调整形成方向和大小.
- 容错算法在通信失败后有效地重建了形成拓.
- 数字模拟验证了拟议的控制方法的可行性和有效性.
结论:
- 开发的分布式控制策略提高了MAS在动态形成跟踪和故障容忍方面的性能.
- 波特-哈密尔顿框架为解决诸如库伦摩擦等复杂动态提供了坚实的基础.
- 拓重建算法确保了系统对通信中断的弹性,这对于现实应用至关重要.
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