Optimizing the trajectory of drones: trade-off between distance and energy

Igor Dias Da Silva, C. Caillouet
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引用次数: 2

Abstract

The use of autonomous unmanned aerial vehicles (UAVs) or drones has emerged to efficiently collect data from mobile sensors when there is no infrastructure available. The drones can form a flying ad-hoc network through which the sensors can send their data to a base station at any time. In this paper, we present a mixed integer linear program to find the drones’ optimal trajectories to form and maintain this network through time while minimizing their movements and energy consumption. Furthermore we analyze the trade-off between distance and energy, where increasing the drones’ mobility can reduce their energy consumption, and derive a fair trade-off optimal solution to balance the two opposite objectives.
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优化无人机飞行轨迹:距离与能量的权衡
在没有基础设施的情况下,使用自主无人驾驶飞行器(uav)或无人机有效地从移动传感器收集数据已经出现。这些无人机可以形成一个飞行的自组织网络,通过这个网络,传感器可以随时将数据发送到基站。在本文中,我们提出了一个混合整数线性规划,以找到无人机的最佳轨迹,形成并维持这个网络,同时最小化它们的运动和能量消耗。此外,我们分析了距离和能量之间的权衡,其中增加无人机的机动性可以减少它们的能量消耗,并得出了一个公平权衡的最优解来平衡两个相反的目标。
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