多个垂直起飞和降落无人机的自适应形成跟踪控制,只有轴承测量
IEEE transactions on cybernetics
|July 20, 2023
概括
本研究引入了一种适应性形成控制,用于多个垂直起降 (VTOL) 无人机 (UAV),仅使用轴承测量. 该方法使合作控制无需代理之间的通信,确保稳定的形成跟踪.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 航空航天工程 航空航天工程
- 自主系统 自主系统
背景情况:
- 在多车辆协调中,跟踪Leader的组成是至关重要的.
- 现有的方法往往需要复杂的通信或精确的状态信息.
- 无人飞行器 (UAV) 动态中的不确定参数带来了重大控制挑战.
研究的目的:
- 为多个VTOL无人机开发一个自适应的形成控制算法.
- 为了使训练跟踪只使用轴承测量,消除代理之间的通信.
- 在层次控制框架内解决不确定的参数.
主要方法:
- 在位置循环中具有和自适应分布式控制力的层次控制框架.
- 使用来自车载摄像头的仅轴承测量用于控制.
- 使用修改的罗德里格斯参数 (MRPs) 进行态度控制的自适应式混合控制方案,确保全球跟踪并避免解线.
主要成果:
- 拟议的自适应式训练控制算法有效地实现了领导者跟随的训练跟踪.
- 该系统通过仅使用轴承测量证明了对不确定的参数的稳定性.
- 闭环错误系统的全局非对称稳定性是使用利亚普诺夫稳定性分析和混合理论证明的.
结论:
- 适应性形成控制策略对于VTOL无人机是有效的,仅依赖于轴承测量.
- 该方法促进了无通信的合作控制,提高了可扩展性和稳定性.
- 该方法为复杂的多UAV形成任务提供了稳定可靠的解决方案.
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