GNSS可达性退化的城市环境下无人机控制体系性能分析

Cuenca. Andrei, Brutch. Stephen, Moncayo. Hever
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引用次数: 0

摘要

无人机目前正在成为一种广泛使用的技术,为一系列不同的应用提供支持。但是,为了在国家空域内安全集成这些技术,需要对这些设备的性能具有特定的置信度和稳健性。本文描述了基于自主操作的精度和路径点控制策略的飞行控制体系结构的发展。此外,基于搭建在Gazebo中的虚拟环境仿真结果,对无人机在城市峡谷中运行的特定控制体系的集成进行了性能分析。仿真环境使用一个内置GNSS模型,该模型具有典型的GNSS可达性信号退化源,如多路径、信号阻碍和阴影,在虚拟世界中进行评估。结果以十字航迹误差、定义任务参数内的碰撞概率以及GPS指标(即精度稀释度(DOP))的形式呈现,沿着其在3D地图中的分布,以便将GNSS退化的影响与每种控制策略相关联,从而将导航性能和操作安全联系起来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of UAV Control Architectures Over Urban Environments with Degraded GNSS Accessibility
Unmanned Aerial vehicles are currently becoming a widely used technology that provides support to a set of different applications. However, specific levels of confidence and robustness in the performance of these devices are required for the safe integration of these technologies within the National Airspace. This paper describes efforts towards the development of flight control architectures based using precision and way-point control strategies for autonomous operations. Moreover, a performance analysis of the integration of the specified control architectures over UAV vehicles being operated within urban canyons is presented based on simulations results obtained by using a virtual environment built in Gazebo. The simulation environment uses a built GNSS model with typical signal degradation sources for GNSS accessibility such as muti-path, signal obstruction and shadowing, evaluated within the virtual world. Results are presented in terms the Cross track errors, probabilities of collisions within the defined mission parameters as well as GPS metrics as it is the Dilution of Precision (DOP), along its distribution within the 3D map, in order to correlate the impact of GNSS degradation into each control strategy and therefore, the navigation performance and operation safety.
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