四旋翼无人机自主户外飞行的视觉里程计

H. Romero, S. Salazar, O. Santos, R. Lozano
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引用次数: 7

摘要

本文提出了一种利用机载光流传感器估计无人机平移速度和位置的替代方法。这是一种适合用于微型无人机的传感器,因为它的重量轻,体积小。通过这种方法,我们能够在不使用GPS信息的情况下执行实时自主室外和室内飞行,而GPS信息在某些情况下会被阻挡、拒绝或阻塞。此外,为了补偿光流传感器提供的不确定速度测量,PD控制器进行了鲁棒调谐。实验结果表明,所提出的传感器-控制器方案是可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual odometry for autonomous outdoor flight of a quadrotor UAV
In this paper we propose an alternative approach to estimate the UAV translational velocity and position applying an onboard optical flow sensor. This, is a appropriated sensor to be used in a mini UAV due to its lightness and smallness. With this approach we are able to perform real-time autonomous outdoor and indoor flight without using the GPS information, which in some case is blocked, denied or jammed. Additionally, a PD controller is robustly tuned in order to compensate the uncertain velocity measurements provided by the optical flow sensor. The experimental results obtained by using this approach shown the feasibility of the proposed sensor-controller scheme.
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