一种基于船外单目视觉的运动目标姿态估计方法

Fu Jia-Ning, Fu Qiang, Usman Arif, Q. Quan
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引用次数: 1

摘要

姿态估计在四轴飞行器着陆制导中起着至关重要的作用。本文提出了一种连续时间优化方法,用于仅利用车载摄像机对运动目标进行姿态估计。优化时间可以根据所需的精度和计算速度而变化,并最终转化为求解常微分方程。在此基础上,建立了一个由摄像机和平移单元组成的姿态估计系统。以移动板为实验对象,对系统的精度和算法的正确性进行了验证。实验结果表明,该方法可以实时跟踪运动目标并估计其位置和姿态。因此,将该方法应用于四轴飞行器的着陆制导具有广阔的应用前景。
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A pose estimation method of a moving target based on off-board monocular vision
Pose estimation plays a vital role in landing guidance of quadcopter unmanned aerial vehicles. In this paper, a continuous-time optimization method is proposed to estimate the pose of a moving object only using an off-board camera. The optimization time that can vary depending upon the desired accuracy and computational speed, and it is finally transferred into solving an ordinary differential equation. Based on the proposed method, a pose estimation system with a camera and a pan-tilt unit is established. The system accuracy and algorithm correctness are tested in an experiment with a moving board as the target. Experimental results indicate that the proposed method can track a moving target and estimate its position and attitude in real time. Therefore, it will be promising to use this method in landing guidance of quadcopter unmanned aerial vehicles.
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