毫米波低功耗混合波束赋形架构及算法

Translated title of the contribution: Millimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm

张洪浦, 郭玉路, 薛刘荀, 刘星晨, 孙舒*, 高锐锋, 喻翔昊, 陶梅霞

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

This paper studies energy-efficient hybrid beamforming architectures and its algorithm design in millimeter-wave communication systems, aiming to address the challenges faced by existing hybrid beamforming due to low hardware flexibility and high power consumption. To solve the problems of existing hybrid beamforming, a novel energy-efficient hybrid beamforming architecture is proposed, where radio-frequency (RF) switch networks are introduced at the front and rear ends of the phase shifter network, enabling dynamic connections between the RF chains and the phase shifter array as well as the antenna array. The system model of the proposed architecture is established, including digital precoding and analog precoding processes, and the practical hardware limitations such as quantization errors of the digital-to-analog converter (DAC) and phase shifter resolution. In order to maximize the energy efficiency, this paper derives an energy efficiency model including spectral efficiency and system power consumption, and a hybrid precoding algorithm is proposed based on block coordinate descent to iteratively optimize the digital precoding matrix, analog precoding matrix, and DAC resolution. Simulation results under the NYUSIM-generated millimeter-wave channels show that the proposed hybrid beamforming architecture and precoding algorithm have higher energy efficiency than existing representative architectures and precoding algorithms under complete and partial channel state information, while the loss of spectral efficiency compared to fully connected architecture is less than 20%.
Translated title of the contributionMillimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm
Original languageChinese (Simplified)
Pages (from-to)86-96
Journal移动通信
Volume48
Issue number12
DOIs
Publication statusPublished - Dec 2024

Funding

国家自然科学基金 ( 62271310 ) 国家自然科学基金 ( 62431014 ) 中央高校基本科研业务费专项 南通市自然科学基金 ( JC2023074 ) 香港研究资助局优配研究金 ( 16212922 ) 卫星导航技术重点实验室 ( WXDHS2023105 )

Research Keywords

  • 毫米波
  • 混合波束赋形
  • 低功耗
  • 块坐标下降
  • 交替最小化
  • millimeter-wave
  • hybrid beamforming
  • low power consumption
  • block coordinate descent
  • alternating minimization

RGC Funding Information

  • RGC-funded

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