DFT-Based Hybrid Beamforming Multiuser Systems: Rate Analysis and Beam Selection

被引:52
作者
Han, Yu [1 ]
Jin, Shi [1 ]
Zhang, Jun [2 ]
Zhang, Jiayi [3 ]
Wong, Kai-Kit [4 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Jiangsu Key Lab Wireless Commun, Nanjing 210003, Jiangsu, Peoples R China
[3] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[4] UCL, Dept Elect & Elect Engn, London WC1E 7JE, England
基金
中国国家自然科学基金;
关键词
Hybrid beamforming; DFT beams; beam selection; ergodic achievable rates; multiuser transmission; MASSIVE MIMO SYSTEMS; PERFORMANCE ANALYSIS; ANALOG; WIRELESS; ADC; 5G;
D O I
10.1109/JSTSP.2018.2821104
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
This paper considers the discrete-Fourier-transform-based hybrid beamforming multiuser system and studies the use of analog beam selection schemes. We first analyze the uplink ergodic achievable rates of the zero-forcing (ZF) receiver and the maximum-ratio combining receiver under Ricean fading conditions. We then examine the downlink ergodic achievable rates for the ZF and maximum-ratio transmitting precoders. The long-term and short-term normalization methods are introduced, which utilize long-term and instantaneous channel state information to implement the downlink power normalization, respectively. Also, approximations and asymptotic expressions of both the uplink and downlink rates are obtained, which facilitate the analog beam selection solutions to maximize the achievable rates. An exhaustive search provides the optimal results, but to reduce the time consumption, we resort to the derived rate limits and propose the second selection scheme based on the projected power of the line-of-sight paths. We then combine the advantages of the two schemes and propose a two-step scheme that achieves near-optimal performances with much less time consumption than exhaustive search. Numerical results confirm the analytical results of the ergodic achievable rate and reveal the effectiveness of the proposed two-step method.
引用
收藏
页码:514 / 528
页数:15
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