基于地形光谱像的无人机导航与管理系统

S. Shvorov, D. Komarchuk, N. Pasichnyk, O. Opryshko, Y. Gunchenko, S. Kuznichenko
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引用次数: 10

摘要

本文研究了利用地形空间光谱图像进行无人机导航的方法。在全球定位系统接收器和其他导航设备失灵的情况下,这种导航是相关的,但它的实施需要解决一些方法问题。尤其要考虑光照变化对物体光谱特性的影响。对于低空飞行的无人机,采用光学模式的卫星方案的借鉴是不够的,使用无人机光谱传感设备仪表显示的服务数据更有前景。在本研究中,考虑了现有的基于不同相机在实验室和现场条件下的LightValue值来校正光照变化的方法。实验证明,不同相机的光值和色彩成分强度之间的依赖关系是独立的。对于自然光变化引起的校正,建议使用实验获得的特定品牌感官设备的依赖关系。在组织用于地形光谱肖像的导航系统时,建议使用在照明方面具有最稳定光学变化的物体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UAV Navigation and Management System Based on the Spectral Portrait of Terrain
The paper is devoted to research on unmanned aerial vehicle navigation using spatial-spectral portraits of the terrain. Such navigation is relevant in the event of failure of global positioning system receivers and other navigation equipment, but its implementation requires the solution of a number of methodological issues. In particular, the effect of illumination changes on the spectral characteristics of objects should be taken into account. The borrowing of satellite solutions using optical patterns is inadequate for low-flying unmanned aerial vehicles and it is more promising to use the service data from the meter display of the spectral sensory equipment of the unmanned aerial vehicle. In this research, an existing method for correction of illumination changes based on the value of LightValue for different cameras in laboratory and field conditions is considered. It has been experimentally established that the dependencies between LightValue and the intensities of color constituents in different cameras are individual in nature. For the correction due to changes in natural light, it is suggested to use experimentally obtained dependences for specific brands of the sensory equipment. When organizing navigation systems for spectral portraits of the terrain, it is recommended to use objects with the most stable optical changes in terms of illumination.
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