Less Complex and Higher Spectral Efficiency Resource Allocation Algorithm for Unmanned Aerial Vehicles Networks

IF 2.1 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Canadian Journal of Electrical and Computer Engineering Pub Date : 2022-08-22 DOI:10.1109/ICJECE.2022.3178033
Hamzih ALsmadi;Huda Alsheyab;Malek Alsmadi;Emad Mohammed;Yazan Alomari;Salama Ikki
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引用次数: 0

Abstract

This work studies the unmanned aerial vehicles (UAVs) as a provider and supporter of the future wireless networks’ connections. In this work, we aim to find an optimal solution for the association problem between the wireless access points (WAPs) and UAVs, which allow us to maximize the total weighted sum rate. This optimization is subjected to quality of service (QoS), a number of links, available bandwidth, fairness, and coverage constraints. We propose a centralized algorithm to solve the association problem. Our results show that the proposed algorithm excels for the counterpart suboptimal and approaches the optimal solution with very reduced complexity.
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无人机网络中复杂度较低、频谱效率较高的资源分配算法
这项工作研究了无人机作为未来无线网络连接的提供者和支持者。在这项工作中,我们的目标是找到无线接入点(WAP)和无人机之间关联问题的最佳解决方案,使我们能够最大化总加权和速率。这种优化受到服务质量(QoS)、链路数量、可用带宽、公平性和覆盖限制的影响。我们提出了一种集中式算法来解决关联问题。我们的结果表明,所提出的算法优于对应的次优算法,并以非常低的复杂度接近最优解。
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