干扰下无人机辅助数据采集网络的寿命最大化

A. Rahmati, Seyyedali Hosseinalipour, Ismail Güvenç, H. Dai, Arupjyoti Bhuyan
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引用次数: 4

摘要

由于监视、数据收集和商品交付等各种实际用例,无人机(uav)的部署最近受到了极大的关注。由于无人机由电池供电,因此节能通信至关重要。在本文中,我们研究了存在多个干扰源的无人机辅助网络的寿命最大化问题,其中部署无人机从一组无线传感器收集数据。我们证明,由于无人机所需的传输功率与其在空间中的位置密切相关,因此无人机的放置在延长网络寿命方面起着关键作用。在提议的场景中,无人机将收集到的数据传输到一个称为leader的主无人机,该主无人机负责通过回程无人机网络将数据转发到基站(BS)。我们利用谱图理论的工具来解决由于其高非凸性的问题。仿真结果表明,该方法能显著提高无人机网络的寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lifetime Maximization for UAV-assisted Data Gathering Networks in the Presence of Jamming
Deployment of unmanned aerial vehicles (UAVs) is recently getting significant attention due to a variety of practical use cases, such as surveillance, data gathering, and commodity delivery. Since UAVs are powered by batteries, energy efficient communication is of paramount importance. In this paper, we investigate the problem of lifetime maximization of a UAV-assisted network in the presence of multiple sources of interference, where the UAVs are deployed to collect data from a set of wireless sensors. We demonstrate that the placement of the UAVs play a key role in prolonging the lifetime of the network since the required transmission powers of the UAVs are closely related to their locations in space. In the proposed scenario, the UAVs transmit the gathered data to a primary UAV called leader, which is in charge of forwarding the data to the base station (BS) via a backhaul UAV network. We deploy tools from spectral graph theory to tackle the problem due to its high non-convexity. Simulation results demonstrate that our proposed method can significantly improve the lifetime of the UAV network.
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