基于图像的四轴飞行器高度变化识别算法的开发

N. Pah, Henry Hermawan
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引用次数: 2

摘要

四轴飞行器(Quadcopter)是一种流行的无人机(UAV),它能够在3D轨道上着陆、起飞、悬停和移动。这种能力需要根据传感器的输入精确控制转子的速度。其中一个控制机制是高度控制。提出了一种基于图像处理技术的四轴飞行器高度变化识别新算法。该算法在计算量和内存利用率方面设计得简单高效。该算法通过计算10行采样像素的相关函数来识别高度变化。本文还介绍了一些实验来研究该算法的性能。结果表明,该算法能够较好地识别海拔变化,识别精度达96%以上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The development of image-based algorithm to identify altitude change of a quadcopter
Quadcopter, a popular Unmanned Aerial Vehicle (UAV), is able to land, take off, hover, and move on 3D trajectory. The ability requires accurate control of the rotors velocity based on input from its sensors. One of the control mechanisms is the altitude control. This paper presents a new algorithm to identify altitude change of a quadcopter based on image processing techniques. The algorithm is designed to be simple and efficient in terms of computation and memory usage. The algorithm identifies altitude change by calculating correlation function of 10 sampled rows of pixels. This paper also presents some experiments conducted to investigate the performance of the algorithm. The results indicated that the algorithm is able to properly identify altitude change with accuracy of more than 96%.
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