无人机机载定位在地面控制点建立中的评估

Siti Sarah Kamarudin, K. N. Tahar
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引用次数: 6

摘要

UAV由于它的尺寸、灵活性和在其他空中平台之上易于使用,在测绘目的上提供优势。与控制模块相结合的GPS接收器等多个传感器可以使地面飞行员获得导航和位置信息。然而,由于其臭名昭著的低质量图像采集,UAV拥有精确的信息是至关重要的。本研究分为几个阶段,即规划、设备和实验室测试以及利用无人机机载GPS收集数据。无人机图像处理中使用的gcp的质量是使用无人机获取的图像能够产生的精度程度的一个指标。采用线性方程、直方图和正态概率图对结果进行分析。为了使无人机和机载GPS在飞行过程中达到期望的精度,在无人机执行飞行任务之前,为了确定设备在静止物体上的精确定位,评估静态环境下机载GPS的精度,以确定低成本项目可接受的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment on UAV onboard positioning in ground control point establishment
UAV offers advantages in mapping purposes due to its size, flexibility, and ease of use above other aerial platforms. Several sensors attached to the system such as GPS receiver combining with control module enables navigation and positional information to be obtained by the pilot on ground. However, due to its notorious poor quality image acquisition, it is vital that the UAV has precise information. This study is divided into several phases' namely planning, equipment and lab test and also data collection using UAV on-board GPS. The quality of GCPs used in UAV images processing is an indicator of the degree of accuracy that images acquired using UAV could produce. The results were analyzed using linear equation, histogram and normal probability plot. To achieve the desired accuracy using UAV and the on-board GPS during flight, a study is carried out in order to determine precise positioning of the devices on stationary object to assess the accuracy of on-board GPS in static environment, before the UAV could carry out a flight mission so as to define the acceptable accuracy for low-cost projects.
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