合作式大规模多输入多输出系统中下行链路的渐近分析

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Open Journal of the Communications Society Pub Date : 2024-10-18 DOI:10.1109/OJCOMS.2024.3483176
Itsik Bergel;Siddhartan Govindasamy
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引用次数: 0

摘要

我们考虑的是合作式蜂窝通信系统的下行链路,在该系统中,每个移动电话周围的几个基站相互合作并执行零干扰,以减少移动电话接收到的干扰。随着每个基站天线数量的增加,我们首次推导出了网络渐进性能的闭式表达式。这些表达式捕捉了各种系统参数之间的权衡,并描述了噪声和干扰的共同影响(噪声或干扰在渐近上占主导地位,两者在渐近上相关)。由于邻近基站的波束成形矢量之间存在依赖关系,因此提出的分析比上行链路分析更具挑战性。这种统计依赖性是通过引入具有依赖标记的标记射噪点过程的新边界来处理的,这在其他情况下也很有用。我们使用蒙特卡罗模拟验证了渐近结果,结果表明,即使每个基站的天线数量只有中等规模,这些结果也是有用的。基于这些表达式,我们提出了一种新型功率分配算法,该算法是渐近最优的,同时大大减少了基站之间的协调开销。
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Asymptotic Analysis of the Downlink in Cooperative Massive MIMO Systems
We consider the downlink of a cooperative cellular communications system, where several base-stations around each mobile cooperate and perform zero-forcing to reduce the received interference at the mobile. We derive, for the first time, closed-form expressions for the asymptotic performance of the network as the number of antennas per base station grows large. These expressions capture the trade-offs between various system parameters, and characterize the joint effect of noise and interference (where either noise or interference is asymptotically dominant and where both are asymptotically relevant). The presented analysis is significantly more challenging than the uplink analysis due to the dependence between beamforming vectors of nearby base stations. This statistical dependence is handled by introducing novel bounds on marked shot-noise point processes with dependent marks, which are also useful in other contexts. The asymptotic results are verified using Monte Carlo simulations, which indicate that they are useful even when the number of antennas per base station is only moderately large. Based on these expressions, we present a novel power allocation algorithm that is asymptotically optimal while significantly reducing the coordination overhead between base stations.
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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