在指向图下对异质多代理系统进行实际预定义时间容错的最佳控制
IEEE transactions on cybernetics
|November 27, 2025
概括
本研究涉及分散的预定义时间形成控制,用于异质的多代理系统 (MAS),如无人驾驶自动直升机 (UAH),无人驾驶地面车辆 (UGV) 和自动水下车辆 (AUV),即使执行器故障.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统工程 控制系统工程
- 人工智能的人工智能
背景情况:
- 异质多剂系统 (MAS) 在协调控制方面存在独特的挑战.
- 现有的形成控制方法经常与执行器故障作斗争,并实现精确的沉降时间.
- 分布式控制对于复杂MAS的可扩展性和稳定性至关重要.
研究的目的:
- 为异质MAS (UAH,UGV,AUV) 开发一个分布式预定义时间形成控制策略.
- 为了解决控制框架内的执行器故障和不确定性.
- 确保形成沉降时间独立于初始条件和控制收益.
主要方法:
- 分布式规定的时间观察器的设计,用于领导状态估计.
- 构建一个可适应的预定义时间容错的最佳形成控制器.
- 为未知参数和不确定性制定适应更新规律.
主要成果:
- 成功估计了网络流量减少的领导状态.
- 实现最佳的形成跟踪,保证预先定义的时间趋同.
- 对执行器故障和不确定性的强度的证明.
- 结算时间是统一规定的,独立于初始条件和控制收益.
结论:
- 拟议的控制策略有效地实现了对异质MAS的分布式预定义时间形成控制.
- 该方法提供了增强的稳定性和精确时间保证,优于现有的有限/固定时间方法.
- 模拟结果验证了开发的耐故障控制框架的有效性和实际适用性.
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