北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2024, Vol. 47 ›› Issue (1): 13-18.

• 无线通信技术 • 上一篇    下一篇

基于多波束训练的毫米波信道混合预编码方法

聂益芳,何希平,唐亮贵,李余,杨军超   

  1. 重庆工商大学
  • 收稿日期:2022-11-14 修回日期:2023-01-12 出版日期:2024-02-26 发布日期:2024-02-26
  • 通讯作者: 聂益芳 E-mail:nyf1990@yeah.net
  • 基金资助:
    国家自然科学基金项目; 重庆市自然科学基金项目; 重庆市教育委员会科学技术研究项目; 重庆工商大学科学研究项目

Hybrid Precoding Method Based on Multi-Beam Trainings for Millimeter-Wave Channels

NIE Yifang, HE Xiping, TANG Lianggui, LI Yu, YANG Junchao   

  • Received:2022-11-14 Revised:2023-01-12 Online:2024-02-26 Published:2024-02-26

摘要: 无线毫米波通信具有大量可用带宽为了降低系统成本和功耗又支持多个数据流传输提出了一种采用多波束训练和迭代更新的方式设计无线毫米波信道混合预编码器的方法为了最大化频谱效率所提方法首先采用多波束训练的方式估计信道主要来波角度并形成备选波束集合;其次采用迭代更新的方式优化设计射频域模拟预编码器;根据已经确立的等效信道建立频谱效率满足一定限制条件下的凸优化数学模型并进行求解从而确立最优的等效信道和数字基带预编码器数值仿真与实验结果表明在用户信道相似度较高的情况下所提方法具有比现有混合预编码方法更优的频谱效率

关键词: 无线毫米波信道, 混合预编码, 迭代波束训练, 等效信道, 优化设计

Abstract: Millimeter-wave communication systems have a large number of available frequency bands. In order to support multiple streams and reduce power consumption and cost, a hybrid precoder design method based on multi-beam training and iterative updating is proposed for millimeter-wave channels. In order to maximize the spectrum efficiency, the proposed method first utilize multi-beam trainings to estimate the angle of arrivals of the dominant paths of the channels and form the alternative beam collection. Then, the analog precoder is iteratively updated to find the optimal paths of the user channels. Furthermore, based on the determined equivalent channel, the digital precoder is determined by establishing the convex optimal mathematical model and solving the objective function on the condition that the spectrum efficiency should exceed the given threshold. The numerical and experimental results show that the spectrum efficiency of the proposed method is superior to those of existing hybrid precoding algorithms in highly correlated channels.

Key words: wireless millimeter-wave channel, hybrid precoding, iterative beam trainings, equivalent channel, optimization design

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