模仿鸟类稳定头部的机制,实现无人机机械臂末端毫米级精准控制
Avian-Inspired High-Precision Tracking Control for Aerial Manipulators
- 借鉴鸟类形态比例设计无人机机械臂结构
- 飞行控制器与双模式协调控制使末端位置误差达毫米级
- 适合需要高精度空中操作的科研与工业场景
空中机械臂由多旋翼与机械臂组成,其结构和功能高度类比于鸟类。本文研究空中机械臂的跟踪控制问题,提出一种仿鸟空中操作系统,包含仿鸟机械臂设计、基于递归牛顿-欧拉(RNE)方法的非线性飞行控制器,以及两种模式的协同控制器。相较于现有方法,该方案具有多项优势:第一,利用鸟类形态特征确定多旋翼与机械臂的尺寸比例;第二,通过RNE飞行控制器与双模式协同控制器解决空中机械臂的动态耦合问题。具体而言,在所提算法下,空中机械臂能实现末端姿态稳定,类似鸟类头部稳定。通过三个数值实验验证,即使四旋翼受到不同干扰力,末端位置误差仍保持在毫米级,姿态误差不超过1度。当前工作未考虑鸟类般的激进操作行为,未来结合真实实验探索将是重要研究方向。
原文摘要 · Abstract (English)
Aerial manipulators, composed of multirotors and robotic arms, have a structure and function highly reminiscent of avian species. This paper studies the tracking control problem for aerial manipulators. This paper studies the tracking control problem for aerial manipulators. We propose an avian-inspired aerial manipulation system, which includes an avian-inspired robotic arm design, a Recursive Newton-Euler (RNE) method-based nonlinear flight controller, and a coordinated controller with two modes. Compared to existing methods, our proposed approach offers several attractive features. First, the morphological characteristics of avian species are used to determine the size proportion of the multirotor and the robotic arm in the aerial manipulator. Second, the dynamic coupling of the aerial manipulator is addressed by the RNE-based flight controller and a dual-mode coordinated controller. Specifically, under our proposed algorithm, the aerial manipulator can stabilize the end-effector's pose, similar to avian head stabilization. The proposed approach is verified through three numerical experiments. The results show that even when the quadcopter is disturbed by different forces, the position error of the end-effector achieves millimeter-level accuracy, and the attitude error remains within 1 degree. The limitation of this work is not considering aggressive manipulation like that seen in birds. Addressing this through future studies that explore real-world experiments will be a key direction for research.
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