大规模MIMO系统的联合导频分配与导频污染预编码设计

Mei Zhao, Haixia Zhang, Shuaishuai Guo, D. Yuan
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引用次数: 6

摘要

针对多小区多用户大规模MIMO系统中导频污染问题,研究了导频分配和导频污染预编码的联合设计。研究了PCP辅助下大规模MIMO系统下行传输的系统性能,建立了PCP辅助下大规模MIMO系统中使系统和速率最大化的导频分配的优化问题。提出了两种结合零强迫PCP的启发式导频分配方案(ZF-PCP),包括贪婪方案和基于交换的方案。分析了两种方案的复杂性。仿真结果表明,本文提出的两种方案均具有良好的性能,并且大大优于ZF-PCP方案和现有随机导频分配的增强型PCP方案。结果还表明,联合设计飞行员分配和PCP可以获得明显的性能增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint pilot assignment and pilot contamination precoding design for massive MIMO systems
This paper investigates the joint design of pilot assignment and pilot contamination precoding (PCP) to combat pilot contamination in multi-cell multi-user massive MIMO systems. The system performance of the downlink transmission in massive MIMO with PCP is investigated and an optimization problem is formulated to find the best pilot assignment solution in PCP assisted massive MIMO systems that can maximize the sum rate of the system. Two heuristic pilot assignment schemes are proposed to combine with zero forcing PCP (ZF-PCP) including a greedy scheme and a swapping-based scheme. The complexities of the both schemes are analyzed. Simulations are done and results indicate that the proposed two schemes perform well and can greatly outperform the ZF-PCP scheme and an existing enhanced PCP scheme with random pilot assignment. Results also show that obvious performance gain can be obtained by joint designing the pilot assignment and PCP.
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