在存在噪声的情况下使用四轴无人机跟踪移动的地面物体

Anastasia Razinkova, Hyun-Chan Cho
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引用次数: 10

摘要

研究了四旋翼无人机在跟踪移动地面物体过程中的视觉伺服控制问题。该系统采用单目摄像机作为四轴飞行器反馈控制系统的输入。所开发的控制系统的主要目标是补偿视觉传感器引入的噪声,并通过滤波方法减少目标跟踪中的误差。通过对不同物体运动轨迹和速度的计算机仿真,验证了所提出的控制策略。开发的控制系统有助于减少平均目标跟踪误差高达60%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tracking a moving ground object using quadcopter UAV in a presence of noise
This paper addresses visual servoing control of quadrotor unmanned aerial vehicles (UAVs) during tracking of a moving ground object. The proposed system uses single monocular camera as an input for feedback control system of quadcopter. The main objectives of the developed control system was to compensate for the noise introduced by the visual sensor and to reduce errors in object tracking by means of filtering. The proposed control strategy was verified through extensive computer simulations for different cases of object motion trajectories and velocities. The developed control system helped to reduce average object tracking error by up to 60%.
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