基于鱼眼镜头的智能手机GNSS地形障碍物建模

R. Pelc-Mieczkowska, D. Tomaszewski
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摘要

全球导航卫星系统(GNSS)的精确定位方法目前得到了广泛的应用,尽管这些方法的精度和可靠性仅限于开放天空定位。地形障碍的存在,例如在城市、山区或森林环境中,由于信号接收阻塞和多径效应,严重影响GNSS测量的准确性。在这种恶劣的观测条件下,尽管全球导航卫星系统星座中有大量卫星,但精确的任务规划仍然至关重要。目前有各种各样的任务规划软件。这些应用程序中的大多数都允许创建手绘的极地阻塞图。采用一些半自动地形障碍物建模方法可以更准确地完成这一任务。半球形摄影尽管有很大的失真,但可以成功地用于许多领域,例如森林研究、气象学和测量。这种图像的优点是能够提供测点上方所有障碍物的空间分辨信息。因此,它可以作为GNSS站点卫星窗口图直接确定的工具。在之前的研究中,作者已经成功地测试了通过地面激光扫描和数字半球形摄影(尼康D90 1230万像素数字半专业相机,配备Sigma 8mm f/3.5 EX DG圆形鱼眼镜头)获得的地形障碍物模型。目前的研究描述了一种利用廉价、简单的智能手机鱼眼镜头快速捕捉地形障碍物的方法。此外,作者还介绍了利用AHRS算法实现智能手机摄像头调平的方法和基于智能手机前置摄像头图像的对中方法的开发。研究的主要目的是探讨廉价鱼眼镜头对GNSS测点地形障碍物建模的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GNSS terrain obstacle modelling using fisheye lense for smartphones
The GNSS methods of precise positioning are nowadays widely used despite the fact that the accuracy and reliability of those methods are limited to open sky localizations. The presence of terrain obstacles, for instance in urban, mountain or forest environments, significantly effects the accuracy of GNSS measurements due to signal reception blockage and the multipath effect. In case of such hard observational conditions an accurate mission planning is still essential despite the large number of satellites in GNSS systems constellations. Currently there is a variety of mission planning software. Most of those applications allow to create hand-drawn polar obstruction diagrams. This task can be performed more accurately by applying some semi-automated terrain obstacles modelling methods. Hemispherical photography, despite its large amount of distortions, can be successfully used in many areas, such as forest research, meteorology and surveying. This kind of image offers the advantage of providing spatially resolved information of all obstacles above the measurement point. Therefore it can be used as a tool for GNSS site satellite window diagram direct determining. In previous research authors have successfully tested terrain obstacles models obtained from terrestrial laser scanning and digital hemispherical photography (Nikon D90 12.3 megapixel digital semi-professional camera with Sigma 8mm f/3.5 EX DG circular fish-eye lens). Current study describes a method for rapid capturing the terrain obstacles by cheap and simple smartphones fisheye lens. Additionally authors describe method of smartphone camera levelling with the use of AHRS algorithm and development of centering method based on smartphone front camera image. Main aim of the research is to investigate the suitability of cheap fisheye lens for modeling terrain obstacles over the GNSS measurement points.
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