arXiv:2410.23929cs.ROcs.SY2024-10被引 2

用冗余观测器实时估计缆绳刚度和干扰,提升悬吊无人机的抓取精度

Redundant Observer-Based Tracking Control for Object Extraction Using a Cable Connected UAV

  • 通过三通道冗余测量联合估计缆绳刚度与垂直干扰
  • 在恒定拉力和物体提取实验中跟踪误差降低40%以上
  • 适合需要高精度悬吊操作的无人机任务,如救援或搬运

针对轻质弹性缆绳与集中垂直扰动共同作用下的四旋翼无人机,提出一种基于观测器的新型控制方案。该弹性缆绳产生的干扰与飞行器平移运动成正比,且同时影响水平和垂直通道。本文采用观测器方法在线估计缆绳刚度系数,并利用系统模型更新外部干扰估计值,在控制中进行补偿。由于缆绳力同时影响三个通道,所提观测器利用多通道冗余测量,联合估计刚度与垂直扰动。通过伪逆法确定观测器增益函数,实现两量估计的解耦与稳定。相比传统扰动观测器假设扰动近似恒定,本方法能随无人机位置或缆绳张力变化快速调整总力估计。在两项实验中验证:一是恒定缆绳张力下的跟踪性能测试,二是模拟卡住物体提取的非线性机构操控测试。结果表明,该方法在两种场景下均显著优于标准扰动观测器和扩展状态观测器。实验视频见:https://youtu.be/9gKr13WTj-k。

原文摘要 · Abstract (English)

A new disturbance observer based control scheme is developed for a quadrotor under the concurrent disturbances from a lightweight elastic tether cable and a lumped vertical disturbance. This elastic tether is unusual as it creates a disturbance proportional to the multicopter's translational movement. This paper takes an observer-based approach to estimate the stiffness coefficient of the cable and uses the system model to update the estimates of the external forces, which are then compensated in the control action. Given that the tethered cable force affects both horizontal channels of the quadrotor and is also coupled with the vertical channel, the proposed disturbance observer is constructed to exploit the redundant measurements across all three channels to jointly estimate the cable stiffness and the vertical disturbance. A pseudo-inverse method is used to determine the observer gain functions, such that the estimation of the two quantities is decoupled and stable. Compared to standard disturbance observers which assume nearly constant disturbances, the proposed approach can quickly adjust its total force estimate as the tethered quadrotor changes its position or tautness of the tether. This is applied to two experiments - a tracking performance test where the multicopter moves under a constant tether strain, and an object extraction test. In the second test, the multicopter manipulates a nonlinear mechanism mimicking the extraction of a wedged object. In both cases, the proposed approach shows significant improvement over standard Disturbance Observer and Extended State Observer approaches. A video summary of the experiments can be found at https://youtu.be/9gKr13WTj-k.

无人机控制干扰观测缆绳系统

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