Enhancing Sum-Rate Performance in Constrained Multicell Networks: A Low-Information Exchange Approach

IF 3.7 3区 计算机科学 Q2 TELECOMMUNICATIONS IEEE Communications Letters Pub Date : 2024-11-20 DOI:10.1109/LCOMM.2024.3503656
Youjin Kim;Jonggyu Jang;Hyun Jong Yang
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Abstract

Despite the extensive research on massive multi-input multi-output (MIMO) systems for 5G telecommunications and beyond, the reality is that many deployed base stations are equipped with a limited number of antennas rather than supporting massive MIMO configurations. Furthermore, while the cell-less network concept, which eliminates cell boundaries, is under investigation, practical deployments often grapple with significantly limited backhaul connection capacities between base stations. This letter explores techniques to maximize the sum-rate performance within the constraints of these more realistically equipped multicell networks. We propose an innovative approach that dramatically reduces the need for information exchange between base stations to a mere few bits, in stark contrast to conventional methods that require the exchange of hundreds of bits. Our proposed method not only addresses the limitations imposed by current network infrastructure but also showcases significantly improved performance under these constrained conditions.
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增强约束多小区网络的和速率性能:一种低信息交换方法
尽管对5G及以后电信的大规模多输入多输出(MIMO)系统进行了广泛的研究,但现实情况是,许多部署的基站配备的天线数量有限,而不是支持大规模MIMO配置。此外,虽然消除小区边界的无小区网络概念正在研究中,但实际部署经常遇到基站之间回程连接容量明显有限的问题。这封信探讨了在这些更现实的多蜂窝网络的限制下最大化求和速率性能的技术。我们提出了一种创新的方法,可以将基站之间的信息交换需求大幅减少到几比特,与需要交换数百比特的传统方法形成鲜明对比。我们提出的方法不仅解决了当前网络基础设施所施加的限制,而且在这些约束条件下也展示了显着提高的性能。
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来源期刊
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. 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 communication systems.
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