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Published on: October 1, 2019
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分布式控制用于在多车辆系统中采集和跟踪时间变化的形成,并与方向对齐
IEEE transactions on cybernetics
|October 8, 2025
概括
本研究介绍了多代理协调的分布式控制规律,使代理能够使用相对轴承和方向对齐来跟踪构成,使用最小的资源. 这种方法可以确保在复杂的场景中准确的轨迹跟踪和形成形状的保存.
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
- 分布式计算 (Distributed Computing) 是一种分布式计算.
背景情况:
- 多代理协调需要复杂的运动控制在有限的传感和通信.
- 现有的解决方案往往需要大量的内部资源和全球状态信息.
研究的目的:
- 开发分布式控制规则,以最少的机载资源进行时间变化的形成跟踪.
- 将非全方位运动约束纳入基于轴承的设计,以实现强大的协调.
主要方法:
- 引入了分布式控制规律,将非全方位运动约束集成到轴承式设计中.
- 利用相对轴承反和方向对齐来维持阵型形状.
- 在无领导的非等级和领导-追随者等级结构中得到验证.
主要成果:
- 保证时间变化的参考轨迹的准确跟踪.
- 在整个协调过程中保留了所需的训练结构.
- 在等级和非等级的形式中实现了速度共识.
结论:
- 拟议的分布式控制器有效地管理受约束的情况下的多代理协调.
- 该方法为形成跟踪和速度共识提供了一个资源高效的解决方案.
- 通过分析,模拟和各种形成类型的实验来验证.
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