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Hardware-in-the-loop simulation platform for image-based object tracking method using small UAV

机译:小型无人机用于基于图像的目标跟踪的半实物仿真平台

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In this paper, a hardware-in-the loop simulation (HILS) platform is presented for verifying the image-based object tracking method adopted in the small Unmanned Aerial Vehicle (sUAV). The platform is constructed by image processing module, scene generation module, and flight control module. In the image processing module, the motion of target object is measured by using the speeded-up robust features (SURF) algorithm and the feature matching technique. And then, control command is provided to allow the target object to be tracked by sUAV automatically. The JMAVSIM software developed by PX4 dev-team is used in the proposed platform to simulate the flight of sUAV and provide virtual scene and flight data. Pixhawk based on PX4 firmware which is a popular flight control computer is used as flight control module in the proposed platform. Experimental results show that the object tracking method based on sUAV is effectively tested and evaluated in the proposed HILS platform.
机译:本文提出了一种硬件在环仿真(HILS)平台,用于验证小型无人机(sUAV)中采用的基于图像的目标跟踪方法。该平台由图像处理模块,场景生成模块和飞行控制模块组成。在图像处理模块中,使用加速鲁棒特征(SURF)算法和特征匹配技术来测量目标对象的运动。然后,提供控制命令以允许sUAV自动跟踪目标对象。由PX4开发团队开发的JMAVSIM软件被用于该平台中,以模拟sUAV的飞行并提供虚拟场景和飞行数据。基于PX4固件的Pixhawk是流行的飞行控制计算机,被用作该平台中的飞行控制模块。实验结果表明,在所提出的HILS平台上,基于sUAV的目标跟踪方法得到了有效的测试和评估。

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