对多个非全方位移动机器人进行可视性维护的领导指导的刚性形成控制
IEEE transactions on cybernetics
|November 27, 2025
概括
本研究提出了多机器人系统的新框架,以维持领导方向 (L-S) 刚性结构,尽管存在非全景和视野 (FOV) 约束,确保机器人之间的可见性.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 多代理系统 多代理系统
- 自主导航自主导航自主导航自主导航自主导航自主导航
背景情况:
- 传统的领导者-追随者模型在多机器人系统中扎着非全景学和视野 (FOV) 约束.
- 在动态条件下,保持阵列刚性和间剂可见性都是具有挑战性的.
研究的目的:
- 在多机器人系统中引入一种新的框架,以实现领导方向 (L-S) 刚性构造.
- 为了解决非全景学和视野 (FOV) 约束,同时确保可见性维护.
- 制定一个控制策略,以平衡形成调整与可见性要求.
主要方法:
- 基于拓和局部代理连接的虚拟领导模型的开发.
- 实现连续和连续可微分的切换功能,以管理可见性和形成调整.
- 设计一个分布式控制协议和一个分布式观察员来实现系统.
主要成果:
- 该框架在非全方位和FOV约束下成功实现了领导方向 (L-S) 刚性构造.
- 在整个车队动作过程中,在拓连接的车辆之间保持可见性.
- 切换功能有效地平衡了形成控制与可见性要求,即使在高曲率轨迹中.
结论:
- 拟议的框架为受约束的多机器人系统中的L-S刚性构造提供了强大的解决方案.
- 该方法通过数值模拟和现实世界的实验证明了实际的实用性和有效性.
- 这种方法提高了协调多机器人系统在复杂环境中的适用性.
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