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AN INTEGRATED UNMANNED AERIAL VEHICLE SYSTEM FOR VISION BASED CONTROL

机译:基于视觉控制的一体无人驾驶飞行器系统

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As the development of computer vision and the popularity of unmanned aerial vehicle, using visual information to control the UAV motion becomes a hotspot. Time-to-contact is one of the concepts that is used to control robot motion such as braking, landing, perching, and obstacle avoidance based on visual information. In this paper, to explore the capability and potential of a direct featureless time-to-contact estimation algorithm for unmanned aerial vehicle motion control, we design an integrated unmanned aerial vehicle system and verify the accuracy of the featureless time-to-contact estimation algorithm. In addition, compressed sensing is combined with the featureless method in time-to-contact estimation to potentially improve the computational speed. The experiment results show that the featureless time-to-contact estimation algorithm, the developed UAV platform and compressed sensing can be readily applied for UAV vision based control.
机译:作为计算机愿景的发展和无人空中车辆的普及,使用可视信息来控制UAV运动变成热点。时间 - 接触是基于视觉信息控制诸如制动,着陆,栖息和障碍物的机器人运动之一的概念之一。在本文中,探讨了无人驾驶飞行器运动控制的直接特色时间 - 接触估计算法的能力和潜力,我们设计了一个集成无人驾驶空中车辆系统,并验证了无特色的时间 - 接触估计算法的准确性。另外,压缩感测与时断估计中的无特色方法组合,以潜在地提高计算速度。实验结果表明,可以容易地应用于无特色的连续估计算法,开发的UAV平台和压缩传感,以便适用于基于UAV视觉的控制。

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