基于四旋翼的自主目标定位

Yun Hou, Changbin Yu
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引用次数: 10

摘要

本文利用二维激光测距仪和固定单目摄像机,在四旋翼直升机上实现了目标的自主定位。颜色特征的目标定位在三维空间中,而不需要事先知道其大小或形状。将相机和激光测距仪的坐标系集成在一起,建立定位和飞行控制的定体参考坐标系。为了消除姿态角变化带来的误差,提出了旋转补偿算法。利用这一特性,四旋翼飞行器在捕获和识别目标后,无需始终保持对目标的定向,即可从单帧摄像机获取目标的真实世界坐标。每次定位目标时,四旋翼飞行器与目标之间的相对位置都会更新。利用Asctec Pelican四旋翼飞行器进行了室内实验,以验证所提出的定位方法的性能。
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Autonomous target localization using quadrotor
In this paper, autonomous target localization is achieved on quadrotor helicopter, with the use of 2D laser rangefinder and fixed monocular camera. Color-featured target is located in 3D space without prior knowledge of its size or shape. Coordinate systems of camera and laser rangefinder are integrated to establish body-fixed reference coordinate system for both localization and flight control. Rotation compensation algorithm is developed to neutralize the errors introduced by the changes of attitude angles during the flight. With this feature, quadrotor can obtain the real world coordinates of target from one single frame of camera once the target is captured and identified, without the requirement of keeping orientated towards the target all the time. The relative position between quadrotor and target is updated every time the target is located. Indoor experiments are conducted with Asctec Pelican quadrotor to demonstrate the performance of the proposed localization approach.
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