Grant-free random access in pilot-reused multiceli massive MIMO systems with backoff mechanisms

IF 3.1 3区 计算机科学 Q2 TELECOMMUNICATIONS China Communications Pub Date : 2023-09-01 DOI:10.23919/JCC.ea.2021-0807.202302
Qi Zhang, Jun Zhang, Shi Jin
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Abstract

Grant-free random access (RA) is attractive for future network due to the minimized access delay. In this paper, we investigate the grantfree RA in multicell massive multiple-input multiple-output (MIMO) systems with pilot reuse. With backoff mechanism, user equipments (UEs) in each cell are randomly activated, and active UEs randomly select orthogonal pilots from a predefined pilot pool, which results in a random pilot contamination among cells. With the help of indicators that capture the uncertainties of UE activation and pilot selection, we derive a closed-form approximation of the spectral efficiency per cell after averaging over the channel fading as well as UEs' random behaviors. Based on the analysis, the optimal backoff parameter and pilot length that maximize the spectral efficiency can be obtained. We find that the backoff mechanism is necessary for the system with large number of UEs, as it can bring significant gains on the spectral efficiency. Moreover, as UE number grows, more backoff time is needed.
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具有退避机制的导频复用多小区大规模MIMO系统中的免授权随机接入
无授权随机访问(RA)由于其最小的访问延迟,对未来的网络具有很大的吸引力。本文研究了具有导频复用的多单元大规模多输入多输出(MIMO)系统中的免授权RA问题。利用退退机制,每个单元中的用户设备随机激活,激活的用户设备从预定义的导频池中随机选择正交导频,从而导致单元间的随机导频污染。在捕获终端激活和导频选择不确定性的指标的帮助下,我们得到了对信道衰落和终端随机行为进行平均后的每个小区频谱效率的封闭近似。在此基础上,得到了使频谱效率最大化的最优退避参数和导频长度。我们发现,对于具有大量ue的系统,退退机制是必要的,因为它可以带来显著的频谱效率增益。此外,随着用户数量的增加,需要更多的回撤时间。
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来源期刊
China Communications
China Communications 工程技术-电信学
CiteScore
8.00
自引率
12.20%
发文量
2868
审稿时长
8.6 months
期刊介绍: China Communications (ISSN 1673-5447) is an English-language monthly journal cosponsored by the China Institute of Communications (CIC) and IEEE Communications Society (IEEE ComSoc). It is aimed at readers in industry, universities, research and development organizations, and government agencies in the field of Information and Communications Technologies (ICTs) worldwide. The journal's main objective is to promote academic exchange in the ICTs sector and publish high-quality papers to contribute to the global ICTs industry. It provides instant access to the latest articles and papers, presenting leading-edge research achievements, tutorial overviews, and descriptions of significant practical applications of technology. China Communications has been indexed in SCIE (Science Citation Index-Expanded) since January 2007. Additionally, all articles have been available in the IEEE Xplore digital library since January 2013.
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