车载集群中下行 RSMA 的中断分析:基于 Copula 的方法

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-02-27 DOI:10.1109/LWC.2025.3546452
Sagnik Bhattacharyya;Sam Darshi;Zihuai Lin
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引用次数: 0

摘要

公路车辆的激增推动了对采用速率分割多址(RSMA)等技术的需求,以满足对更高数据速率和增强服务质量(QoS)的需求。然而,RSMA的一个关键挑战在于解决公共流和私有流之间固有的依赖关系,这使得中断分析变得复杂。这种依赖不仅是由于流之间的干扰,而且还来自对两个流进行解码以成功接收的必要性。准确地模拟这种依赖性是至关重要的,但它在很大程度上仍未被探索。本文介绍了一种新的基于copula的框架,用于模拟车辆集群下行RSMA中的依赖关系,其中最大比率传输(MRT)用于公共流,零强迫缩小(ZF-SD)用于专用流。通过推导出停机概率的解析表达式,并用蒙特卡罗模拟对其进行验证,我们提供了一个全面的性能分析。此外,我们还探讨了功率分配对停电和吞吐量的影响,为支持rsma的车辆系统提供了实用的设计见解。
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Outage Analysis of Downlink RSMA in Vehicular Cluster: A Copula-Based Approach
The surge in on-road vehicles is fueling the need for the adoption of technologies like rate-splitting multiple access (RSMA) to meet the demand for higher data rates and enhanced quality-of-service (QoS). However, a key challenge in RSMA lies in addressing the inherent dependency between the common and private streams, which complicates outage analysis. This dependency arises not only due to interference between the streams but also from the necessity of decoding both streams for successful reception. Accurately modelling this dependency is crucial, yet it remains largely unexplored. This letter introduces a novel copula-based framework to model the dependency in downlink RSMA for vehicular clusters, where maximal ratio transmission (MRT) is used for the common stream and zero-forcing scale-down (ZF-SD) for the private streams. By deriving the analytical outage probability expressions and validating them with Monte Carlo simulations, we provide a comprehensive performance analysis. Additionally, we explore the impact of power allocation on both outage and throughput, offering practical design insights for RSMA-enabled vehicular systems.
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来源期刊
IEEE Wireless Communications Letters
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.
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