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大规模MIMO系统中基于匹配算法的分组导频分配方案

Grouping Pilot Allocation Scheme Based on Matching Algorithm in Massive MIMO System

中文摘要英文摘要

导频分配是降低大规模多输入多输出(Multiple-Input Multiple-Output,MIMO)系统导频污染的有效手段之一。结合导频分组的技术优势,以在保障系统弱用户的服务质量(Quality of Service, QoS)需求的同时提升强用户上行链路可达和速率,使系统和速率得到整体提高为目标,提出了一种基于匹配算法的低复杂度的导频分配方案。该方案依据大尺度衰落系数把目标小区中用户分为弱用户组和强用户组,对弱用户组采用最小-最大匹配方法进行导频分配。通过匈牙利算法的引入,设计了能够保障强用户组公平性的导频分配方法。仿真结果表明,与智能导频分配方案、匈牙利算法导频分配方案和随机导频分配方案相比,所提方案的系统性能得到了有效提升。

Pilot allocation is one of the effective means to reduce pilot pollution in massive Multiple-Input Multiple-Output(MIMO) systems. Combining with the technical advantage of pilot grouping, a low complexity pilot allocation scheme based on matching algorithm is proposed, which aims to improving the uplink achievable sum rates of the strong users at the same time and improve the whole sum rates of the system at last by ensuring the quality of service (QoS) requirements of the week users. According to the large-scale fading coefficients, users in the target cell are divided into the weak users group and the strong users group.In the weak users group,the minimum-maximum matching method of pilot allocation of is adopted. Through the introduction of Hungarian algorithm, a pilot allocation scheme which can guarantee the fairness of the strong users group is designed. The simulation results show that, compared with the smart pilot allocation scheme,the pilot allocation scheme based on Hungarian algorithm and random pilot allocation scheme,the system performance of the proposed scheme has been effectively improved.

张红伟、李晓辉、徐磊、赵新莹、方红雨、姚以静

通信无线通信

系统和速率导频分配用户分组匹配算法低复杂度

sum rates of systempilot allocationuser groupingmatching algorithmlow complexity

张红伟,李晓辉,徐磊,赵新莹,方红雨,姚以静.大规模MIMO系统中基于匹配算法的分组导频分配方案[EB/OL].(2019-04-28)[2025-07-23].http://www.paper.edu.cn/releasepaper/content/201904-317.点此复制

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