A Multi-Connectivity Architecture with Data Replication for XR Traffic in mmWave Networks

Muhammad Affan Javed, Pei Liu, S. Panwar
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引用次数: 1

Abstract

mmWave communications are paving the way for next generation cellular networks due to their inherent ability to provide high data rates and mitigate interference. However, the intermittency of mmWave links and the advent of low-latency eXtended Reality(XR) applications presents a conundrum for satisfying strict QoS constraints. We propose a multi-tiered multi-connectivity network architecture which exploits mmWave macro-diversity to allow users (UEs) to connect to multiple base stations (gNBs) simultaneously and rapidly switch between them. The power of our proposed architecture lies in multiple tiers of multi-connectivity, wherein we selectively replicate UE data at a subset of associated gNBs in order to improve the response time to blockages. We evaluate the performance of XR traffic with standard scheduling algorithms. Our results show that connecting to multiple gNBs and enabling the scheduler to rapidly switch between them shields the UEs from higher handover delays and minimizes data plane interruptions. Although we show that our network architecture allows for much better performance even with conventional scheduling algorithms, we also highlight the need for better scheduling algorithms optimized for the multi-connectivity paradigm.
毫米波网络中具有数据复制功能的多连接架构
毫米波通信由于其固有的提供高数据速率和减少干扰的能力,为下一代蜂窝网络铺平了道路。然而,毫米波链路的间歇性和低延迟扩展现实(XR)应用的出现为满足严格的QoS约束提出了一个难题。我们提出了一种多层多连接网络架构,该架构利用毫米波宏分集允许用户(ue)同时连接多个基站(gnb)并在它们之间快速切换。我们提出的体系结构的强大之处在于多层多连接,其中我们有选择地在相关gnb的子集上复制UE数据,以改善对阻塞的响应时间。我们用标准调度算法来评估XR流量的性能。我们的结果表明,连接到多个gnb并使调度器能够在它们之间快速切换,可以保护ue免受更高的切换延迟,并最大限度地减少数据平面中断。尽管我们展示了我们的网络架构即使使用传统的调度算法也能提供更好的性能,但我们也强调了针对多连接范式优化的更好的调度算法的必要性。
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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