Optical Flow as a navigation means for UAV*

A. Miller, B. Miller, A. Popov, K. Stepanyan
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引用次数: 16

Abstract

The paper considers various aspects of the use of the optical flow (OF) methodology in unmanned aerial vehicle (UAV) navigation. OF could gives estimates of the UAV velocities only, therefore its use on the one hand usually leads to an the errors growth in the UAV position estimation. This drawback is due to the presence of bias in the speed estimates. On other hand OF is probably the only navigation tool when there are no other estimates of UAV position available, for examle in GPS denied environment. Therefore it is necessary to approach very thoroughly to the OF and other navigation system elements data fusion. In this work the UAV landing problem on the basis of the OF usage with navigation system sensors is considered.
光流作为无人机的导航手段*
本文研究了光流(of)方法在无人机导航中应用的各个方面。OF算法只能给出无人机的速度估计,因此一方面它的使用通常会导致无人机位置估计误差的增加。这个缺点是由于在速度估计中存在偏差。另一方面,当没有其他可用的无人机位置估计时,例如在GPS拒绝环境中,OF可能是唯一的导航工具。因此,有必要深入研究OF与导航系统其他要素的数据融合问题。本文研究了基于导航系统传感器的无人机着陆问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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