毫米波MIMO系统的混合数模预编码算法

Ye Wang, Wei-chen Zou
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引用次数: 2

摘要

由于毫米波通信具有大量的自由频谱资源,因此被认为是5G网络的关键技术。对于毫米波通信系统,由于成本和功耗的限制,难以采用传统的数字预编码。因此,提出了数字预编码和模拟预编码相结合的方法,即混合预编码来解决这一问题。本文介绍了一种启发式搜索方法来优化模拟预编码器的列。因此,可以连续求解非凸混合预编码问题。为此,提出了一种适用于毫米波通信系统的混合预编码算法。实验结果表明,该算法具有良好的性能。此外,它在具有有限分辨率移相器或不完全信道状态信息的通信系统中都是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid Digital and Analog Precoding Algorithm for Millimeter Wave MIMO Systems
As millimeter wave (mmWave) communication has a great deal of free spectrum resources, it has been considered as a key technique for 5G networks. For mmWave communication systems, it is difficult to use conventional digital precoding due to the limitation of cost and power consumption. Therefore, the combination of digital precoding and analog precoding, which is known as hybrid precoding, is put forward to solve the problem. In this paper, we introduce a heuristic searching method to optimize the columns of the analog precoder. Therefore, the non-convex hybrid precoding problem can be solved successively. Thus, a novel hybrid precoding algorithm is proposed for mmWave communication systems. We show that the proposed algorithm is able to achieve good performance. Moreover, it is effective in different scenarios, such as the communication system with finite-resolution phase shifters or imperfect channel state information.
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