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Image Based and Hybrid Visual Servo Control of an Unmanned Aerial Vehicle

机译:基于图像的无人机混合视觉伺服控制

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摘要

The use of unmanned aerial vehicles (UAVs) for military, scientific, and civilian sectors are increasing drastically in recent years. This study presents algorithms for the visual-servo control of an UAV, in which a quadrotor helicopter has been stabilized with visual information through the control loop. Unlike previous study that use pose estimation approach which is time consuming and subject to various errors, the visual-servo control is more reliable and fast. The method requires a camera on-board the vehicle, which is already available on various UAV systems. The UAV with a camera behaves like an eye-in-hand visual servoing system. In this study the controller was designed by using two different approaches; image based visual servo control method and hybrid visual servo control method. Various simulations are developed on Matlab, in which the quadrotor aerial vehicle has been visual-servo controlled. In order to show the effectiveness of the algorithms, experiments were performed on a model quadrotor UAV, which suggest successful performance.
机译:近年来,在军事,科学和民用领域使用无人机的人数急剧增加。这项研究提出了一种用于无人机视觉伺服控制的算法,其中四旋翼直升机已经通过控制回路获得了视觉信息。与先前使用耗时且易受各种错误影响的姿势估计方法的研究不同,视觉伺服控制更可靠,更快速。该方法需要车辆上的摄像头,该摄像头已在各种无人机系统上提供。带摄像头的无人机的行为就像是手眼视觉伺服系统。在本研究中,控制器是通过两种不同的方法设计的。基于图像的视觉伺服控制方法和混合视觉伺服控制方法。在Matlab上开发了各种模拟,其中四旋翼飞行器已通过视觉伺服控制。为了显示算法的有效性,在模型四旋翼无人机上进行了实验,表明了成功的性能。

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