无人机数据采集的覆盖范围优化无人机部署和高能效传感器功率分配

Dong Wang;Runqin Rong;Guizhi Li
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引用次数: 0

摘要

使用无人飞行器(UAV)收集数据为无线传感器网络(WSN)的设计提供了一种范例,但也面临着数据安全和能源限制的挑战。为了解决这些问题,本文提出了无人机的覆盖优化部署方案,即通过优化无人机的位置来适应窃听者的智能移动,同时覆盖更多的传感器以保证数据传输的安全性。然后,为了最大限度地提高数据收集的能效,将功率优化分配给满足安全传输条件的已激活传感器。经过仿真评估,通过空间域和功率域的联合优化,可确保无人机在 WSN 中进行数据采集时的数据安全性和能源效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coverage-Optimal UAV Deployment and Energy-Efficient Sensor Power Allocation for UAV-Enabled Data Collection
Using unmanned aerial vehicles (UAVs) to collect data provides a paradigm for the design of wireless sensor networks (WSNs), but faces with the challenges of data security and energy limitation. To cope with these issues, the coverage-optimal deployment of the UAV is proposed by optimizing the UAV's positions to accommodate the intelligent movements of the eavesdropper while covering more sensors for secure data transmission. Then, to maximize the energy efficiency of data collection, the power is optimally allocated to the activated sensors that satisfy the condition of secure transmission. As evaluated in simulation, by the joint optimization of spatial and power domains, the data security and energy efficiency can be ensured for the UAV-enabled data collection in the WSNs.
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