Performance of AAV Networks With Multi-User Interference: A Meta Distribution Analysis

IF 5.5 3区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

IEEE Wireless Communications Letters Pub Date : 2025-01-14 DOI:10.1109/LWC.2025.3529599

Bingrong Wang;Tiankui Zhang;Chongjun Ouyang;Yuanwei Liu

引用次数: 0

Abstract

This letter studies the meta distribution of uplink signal-to-interference ratio (SIR) in autonomous aerial vehicles (AAV) networks with multi-user interference by stochastic geometry theory. In a multiple AAV and multiple ground users (GUs) network with the strongest average received signal strength (RSS) association policy, we model the AAV locations and GU locations as two Poisson point processes and derive the nth moment of the probability of uplink SIR satisfying a given coverage threshold. Since the analytical form of the uplink SIR meta distribution is hard to calculate, we approximate it by the beta distribution to obtain tractable theoretical results. The numerical results validate the accuracy of the approximated formula of the uplink SIR meta distribution in varying network deployment scenarios. Our formula can be used to estimate optimal AAV altitude/density for specific AAV networks, providing guidelines for practical AAV network deployment.

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多用户干扰下无人机网络性能的元分布分析

本文利用随机几何理论研究了具有多用户干扰的自主飞行器（AAV）网络中上行信噪比（SIR）的元分布。在具有最强平均接收信号强度（RSS）关联策略的多AAV和多地面用户（GUs）网络中，我们将AAV位置和GU位置建模为两个泊松点过程，并推导出上行SIR满足给定覆盖阈值概率的n阶矩。由于上行SIR元分布的解析形式难以计算，为了获得易于处理的理论结果，我们将其近似为beta分布。数值结果验证了上行链路SIR元分布近似公式在不同网络部署场景下的准确性。该公式可用于估算特定AAV网络的最佳AAV高度/密度，为实际AAV网络部署提供指导。

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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来源期刊

IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering

CiteScore

12.30

自引率

6.30%

发文量

481

期刊介绍： IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.