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Cooperative trajectory planning in an intercommunicating group of UAVs for convex plume wrapping

机译:无人飞行器互通组中用于凸羽包裹的合作轨迹规划

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Trajectory planning in airborne networks is a primary application of Unmanned Aerial Vehicle (UAV) communication. The literature contains algorithms focusing on collision avoidance, intelligent task assignment and path planning among UAVs. Cooperative schemes exist in which the UAVs communicate with each other to reach a consensus on how each vehicle will take up one trajectory at a time efficiently based on its capability. In the last decade, much research is being done to use UAVs to track contamination in the environment, detect fires and even volcanic eruptions. As the plumes are constantly varying in space and time, there have to be efficient guidance algorithms for the UAVs in order to keep track of the shape of the plume. In this paper, we survey the literature to explore the currently available trajectory planning algorithms and also the few available plume tracking algorithms. We then formulate the Plume wrapping problem and propose a cooperative trajectory planning approach for a group of UAVs, through which the UAVs communicate their position estimates and planned trajectories to update each others trajectory to efficiently wrap around a plume region so that the contamination in the region can be studied.
机译:机载网络中的轨迹规划是无人飞行器(UAV)通信的主要应用。文献中包含着重于避免冲突,无人飞行器之间的智能任务分配和路径规划的算法。存在合作计划,在这种计划中,无人机彼此通信,以根据其能力有效地每辆车一次有效地占据一条轨迹达成共识。在过去的十年中,人们进行了大量研究以使用无人机来跟踪环境中的污染,检测火灾甚至火山喷发。由于羽流在空间和时间上不断变化,因此必须有针对无人机的有效制导算法,以便跟踪羽流的形状。在本文中,我们调查了文献以探索当前可用的轨迹规划算法以及少数可用的羽流跟踪算法。然后,我们制定羽状包裹问题,并为一组无人机提出一种合作的轨迹规划方法,通过这种方法,无人机可以交流位置估计值和计划的轨迹以更新彼此的轨迹,从而有效地围绕羽状区域,从而对该区域进行污染可以研究。

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