Unsourced Multiple Access: A Coding Paradigm for Massive Random Access

IF 23.2 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Proceedings of the IEEE Pub Date : 2024-08-12 DOI:10.1109/JPROC.2024.3437208
Gianluigi Liva;Yury Polyanskiy
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Abstract

This article is a tutorial introduction to the field of unsourced multiple access (UMAC) protocols. We first provide a historical survey of the evolution of random access protocols, focusing specifically on the case in which uncoordinated users share a wireless broadcasting medium. Next, we highlight the change of perspective originated by the UMAC model, in which the physical and medium access layer’s protocols cooperate, thus reframing random access as a novel coding-theoretic problem. By now, a large variety of UMAC protocols (codes) emerged, necessitating a certain classification that we indeed propose here. Although some random access schemes require a radical change of the physical layer, others can be implemented with minimal changes to existing industry standards. As an example, we discuss a simple modification to the 5G New Radio (5GNR) Release 16 random access channel that builds on the UMAC theory and that dramatically improves energy efficiency for systems with even moderate number of simultaneous users (e.g., 5–10-dB gain for 10–50 users) and also enables handling of high number of users, something completely out of reach of the state of the art.
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无源多路访问:大规模随机存取的编码范例
本文是介绍无源多址(UMAC)协议领域的教程。我们首先对随机访问协议的发展进行了历史调查,特别关注非协调用户共享无线广播媒体的情况。其次,我们强调了UMAC模型带来的视角变化,其中物理层和介质访问层的协议合作,从而将随机访问重新定义为一个新的编码理论问题。到目前为止,出现了各种各样的UMAC协议(代码),需要我们在这里提出一定的分类。尽管一些随机访问方案需要对物理层进行彻底的更改,但其他方案可以通过对现有行业标准进行最小的更改来实现。作为一个例子,我们讨论了对5G新无线电(5GNR) Release 16随机接入信道的简单修改,该信道建立在UMAC理论的基础上,并且可以显着提高具有中等数量同时用户的系统的能源效率(例如,10-50个用户的5 - 10 db增益),并且还可以处理大量用户,这完全超出了最先进的水平。
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
Proceedings of the IEEE
Proceedings of the IEEE 工程技术-工程:电子与电气
CiteScore
46.40
自引率
1.00%
发文量
160
审稿时长
3-8 weeks
期刊介绍: Proceedings of the IEEE is the leading journal to provide in-depth review, survey, and tutorial coverage of the technical developments in electronics, electrical and computer engineering, and computer science. Consistently ranked as one of the top journals by Impact Factor, Article Influence Score and more, the journal serves as a trusted resource for engineers around the world.
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