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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 contribution | Millimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm |
|---|---|
| Original language | Chinese (Simplified) |
| Pages (from-to) | 86-96 |
| Journal | 移动通信 |
| Volume | 48 |
| Issue number | 12 |
| DOIs | |
| Publication status | Published - 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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Dive into the research topics of 'Millimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm'. Together they form a unique fingerprint.Projects
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GRF: Collaborative Sensing and Communications for Perceptive Millimeter-Wave Wireless Networks
YU, X. A. (Principal Investigator / Project Coordinator), Letaief, K. B. (Co-Investigator) & SONG, S. (Co-Investigator)
1/01/23 → …
Project: Research