UAV Trajectory, User Association and Power Control for Multi-UAV Solar-Powered Networks

Chien-Wei Fu, Meng-Lin Ku
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Abstract

This paper investigates the design of multiple solar-powered wireless nodes that transmit data to unmanned aerial vehicles (UAVs). We address the problem of jointly optimizing UAV flight trajectories, UAV-node user association, and uplink power control over a finite time horizon, with the goal of maximizing the worst user rate while managing co-channel interference. The design problem is highly non-convex and requires future knowledge of both energy state information (ESI) and channel state information (CSI), which are difficult to predict in practice. To tackle these challenges, we propose an offline method based on convex optimization that only uses the average ESI and CSI, while accounting for both line-of-sight (LOS) and non-LOS (NLOS) channels. We solve the problem using successive convex approximation (SCA) and alternative optimization, by dividing it into three convex subproblems. Our computer simulations demonstrate the effectiveness of the proposed hybrid channel offline method, which outperforms existing offline methods that only consider LOS channels.
多无人机太阳能网络的无人机轨迹、用户关联与功率控制
本文研究了多个太阳能无线节点的设计,这些节点可以向无人机传输数据。我们解决了在有限时间范围内联合优化无人机飞行轨迹、无人机节点用户关联和上行功率控制的问题,目标是在管理同信道干扰的同时最大化最差用户速率。该设计问题是高度非凸的,需要未来的能量状态信息(ESI)和通道状态信息(CSI)的知识,这在实践中是难以预测的。为了解决这些挑战,我们提出了一种基于凸优化的离线方法,该方法仅使用平均ESI和CSI,同时考虑视距(LOS)和非视距(NLOS)通道。我们利用连续凸逼近(SCA)和备选优化方法,将该问题划分为三个凸子问题来解决该问题。我们的计算机仿真证明了所提出的混合信道离线方法的有效性,它优于现有的仅考虑LOS信道的离线方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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