大规模MIMO系统中混合波束成形算法研究
首发时间:2021-01-28
摘要:近年来人们的通信需求日益增长,低频段的带宽资源逐渐耗尽,毫米波通信作为第五代移动通信系统(5G)的关键技术之一,被认为可以带来频谱效率和能量效率数个量级的提升。得益于毫米波波长较短的特性,毫米波大规模多输入多输出(Massive MIMO)系统可以在较小的空间内集成大量天线元件,以获得大规模阵列增益并克服路径损耗。但是由于硬件成本和能耗的限制,传统的每个天线元件需要一条射频链路的全数字波束技术不再适用。为了解决这个问题,数字/模拟混合的波束成形架构被提出。本文主要对Massive MIMO窄带系统中的混合波束成形技术展开研宄。以发送端为例,它将整个波束成形分为一个低维度的基带数字预编码和高维度的模拟预编码。这种结构能够大大的减少硬件开销,并且接近全数字结构波束成形的性能。
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Hybrid Beamforing in Massive MIMO
Abstract:In recent years, people\'s demand for communication is increasing, and the bandwidth resources of low frequency band are gradually exhausted. As one of the key technologies of the fifth generation mobile communication system (5G), millimeter-wave communication is believed to bring several orders of magnitude improvement in spectrum efficiency and energy efficiency. Thanks to the short wavelength of millimeter wave, a Massive MIMO system can integrate a large number of antenna elements in a small space to obtain large array gains and overcome path losses. However, due to the limitation of hardware cost and energy consumption, the traditional full digital beam technology, which requires one RF link per antenna element, is no longer applicable. To solve this problem, a hybrid digital/analog beamforming architecture was proposed. This paper focuses on the hybrid beamforming technology in Massive MIMO narrow-band system. Taking the sender as an example, it divides the entire beamforming into a low-dimensional baseband digital precoding and a high-dimensional analog precoding. This structure can greatly reduce the hardware overhead and approach the performance of full digital structure beamforming.
Keywords: Information and signal processing Hybrid beamforming Massive MIMO
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