Simultaneous Multi-Beam Training for Millimeter-Wave Communication System

被引:2
作者
Zhuo, Yinxiao [1 ,2 ]
Sha, Ziyuan [1 ,2 ]
Wang, Zhaocheng [1 ,2 ]
Chen, Sheng [3 ]
机构
[1] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Grad Sch Shenzhen, Div Informat Sci & Technol, Shenzhen 518055, Peoples R China
[3] Univ Southampton, Sch Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Training; Array signal processing; Radio frequency; Multipath channels; Millimeter wave communication; Machine learning; Delays; Millimeter-wave; beam training; initial access; angular domain separation; BEAM; MIMO; CODEBOOK; DESIGN; SCHEME;
D O I
10.1109/TVT.2022.3185739
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Millimeter-wave communication is regarded as a promising technology for the next generation communication system, where beamforming and beam training are essential for power concentration and coverage extension. In this paper, we propose an angular domain separation based multi-beam training (ADS-MBT) scheme and an angular domain separation based hierarchical multi-beam training (ADS-HMBT) scheme, which enable simultaneous multi-beam training under the single data stream constraint. We provide theoretical analysis on the performance of the proposed schemes and optimize the non-orthogonal codebook used in the proposed schemes accordingly. With this appropriate design, our proposed ADS-MBT scheme can achieve almost the same beamforming gain as the exhaustive scheme but only imposing half or less time slot consumption. The proposed ADS-HMBT scheme further reduces the training overhead, and it outperforms the existing two-layer hierarchical search, in terms of training overhead and beamforming gain in the multiple feedback beam training case. Simulation results show the effectiveness and superior performance of our both proposed schemes over the existing state-of-the-arts.
引用
收藏
页码:10631 / 10645
页数:15
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