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Dual-axis rotary platform with UAV image recognition and tracking

机译:具有无人机图像识别和跟踪功能的双轴旋转平台

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In recent years, rapid development of unmanned aerial vehicles (UAVs) has caused many problems in security. In order to prevent UAVs from random intrusion of no-fly zones and famous buildings, various anti-UAV defence systems (AUDS) have been developed in the world, including UAV radars, high energy laser guns, and other anti-UAV defence systems. However, these systems are expensive, making them difficult to be accepted by the general public. This paper develops a dual-axis rotary tracking platform for the anti-UAV defence system. It performs a scanning mission for aerial reconnaissance with full-color camera and thermal imager. When UAV enters the scope of visual detection, visual recognition function of this system immediately performs UAV dynamic coordinate tracking. By controlling the two-axis step motor with a dual-axis rotary platform, the dynamic coordinate of the UAV is tracked. The coordinate is then locked and the UAV image is aligned into frame center. In the meantime, Google Map is used for recording UAV flying trajectory.In the end, this article uses DJI MAVIC UAV to perform tracking test in the air. This research successfully performed the tracking task using methods of thermal and full color image at 30 m and 100 m. This tracking system also smoothly let Google Map perform dynamic path tracking of the UAV. This paper successfully completed the design and testing of a UAV tracking device, a key technology of anti-UAV defence systems.
机译:近年来,无人飞行器(UAV)的快速发展引起了许多安全问题。为了防止无人机随机飞入禁飞区和著名建筑物,世界上已开发出各种反无人机防御系统(AUDS),包括无人机雷达,高能激光枪和其他反无人机防御系统。但是,这些系统很昂贵,使得它们很难被公众接受。本文为反无人机防御系统开发了双轴旋转跟踪平台。它使用全色相机和热像仪执行空中侦察的扫描任务。当无人机进入视觉检测范围时,该系统的视觉识别功能会立即执行无人机动态坐标跟踪。通过使用双轴旋转平台控制两轴步进电机,可以跟踪无人机的动态坐标。然后锁定坐标,将无人机图像对准框架中心。同时,谷歌地图用于记录无人机的飞行轨迹,最后使用DJI MAVIC无人机进行空中跟踪测试。这项研究使用热成像和全彩色图像在30 m和100 m上成功完成了跟踪任务。该跟踪系统还可以让Google Map顺利执行无人机的动态路径跟踪。本文成功地完成了反无人机防御系统的关键技术无人机跟踪装置的设计与测试。

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