fov约束下无人机的Leader-Follower编队

Chengxi Yu, Xi Chen
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引用次数: 1

摘要

具有立体摄像机的无人驾驶飞行器(uav)通常用于许多工程应用。多无人机编队是解决复杂工业任务(如视觉监控)的有效途径,弥补了单无人机机载摄像机视场的局限性。本文提出了一种要求机载摄像机视场在飞行过程中始终重叠的leader-follower无人机系统,以解决视觉监控问题。在这种情况下,机载摄像机拍摄的图像存在重叠,因此可以通过图像拼接技术重建整个环境场景。为了保证可见性约束,首先设计了无人机相对状态的代价函数,然后设计了梯度下降控制器。最后通过仿真实例验证了该算法的有效性。
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Leader-Follower Formation for UAVs with FOVs Constraint
Unmanned Aerial Vehicles (UAVs) with stereo cameras are usually utilized to serve in many engineering applications. Multi-UAVs in formation is an effective way to deal with the complicated industrial tasks, for example visual monitoring, to compensate the limitation of field of view (FOV) of the onboard camera of single UAV. In this paper, a leader-follower UAVs system of which the FOVs of onboard cameras are required to always being overlapped during the flight is proposed to solve the visual monitoring problem. Under this scenario, the images captured by onboard cameras have overlaps such that the entire scene of the environment could be reconstructed via image mosaic technique. To guarantee the visibility constraint, the cost functions related to the relative states of UAVs and then the gradient descent controllers are designed. And at last, a simulation example is given to demonstrate the effectiveness of the proposed algorithm.
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