A Universal Hybrid Precoding Scheme for Massive MIMO Communications

被引:2
作者
Feng, Yimeng [1 ]
Jiang, Yi [1 ]
Varanasi, Mahesh K. [2 ]
机构
[1] Fudan Univ, Sch Informat Sci & Technol, Key Lab Informat Sci Electromagnet Waves MoE, Shanghai 200433, Peoples R China
[2] Univ Colorado, Dept Elect Comp & Energy Engn, Boulder, CO 80309 USA
基金
中国国家自然科学基金;
关键词
hybrid beamforming; massive MIMO; phase-shifter network; switch network; BEAMFORMING METHODS; ANALOG; DESIGN; ARCHITECTURES;
D O I
10.23919/JCC.2022.00.038
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Based on an analog radio frequency (RF) network, hybrid precoding (HPC) for massive MIMO can achieve very high spectral efficiencies with moderate hardware cost and power consumption. Despite the extensive research efforts in recent years, the practioners are still looking for HPCs that are efficient and easy-to-implement. In this paper, we present a new method termed as the universal hybrid precoding (UHP), which is nearly optimal, computationally efficient, and applicable to various types of RF network (thus, the name universal): the components of the network can be phase shifters (with finite or infinite resolutions), switches, or their combinations; the topology of the network can be fully-connected or partially-connected. Besides the standard UHP, we also propose a simplified version termed as sUHP to trade a negligible performance loss for much reduced computational complexity. The analysis shows that the computational complexity of the proposed UHP/sUHP is one to two orders of magnitude lower than the state-of-the-art methods. Simulation results verify the (near-) optimality of the proposed UHP scheme for various forms of the analog networks.
引用
收藏
页码:160 / 178
页数:19
相关论文
共 50 条
[21]   Hybrid Precoding for mmWave Massive MIMO Systems with Different Antenna Arrays [J].
Ding, Qingfeng ;
Deng, Yuqian ;
Gao, Xinpeng ;
Liu, Mengxia .
CHINA COMMUNICATIONS, 2019, 16 (10) :45-55
[22]   Switch-Based Hybrid Precoding in mmWave Massive MIMO Systems [J].
Nosrati, Hamed ;
Aboutanios, Elias ;
Smith, David ;
Wang, Xiangrong .
2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2019,
[23]   Hybrid Precoding for mmWave Massive MIMO Systems With Partially Connected Structure [J].
Li, Nanxi ;
Wei, Zaixue ;
Yang, Hongwen ;
Zhang, Xin ;
Yang, Dacheng .
IEEE ACCESS, 2017, 5 :15142-15151
[24]   Multi-Task Deep Learning Based Hybrid Precoding for mmWave Massive MIMO System [J].
Li, Zhongjie ;
Gao, Wei ;
Zhang, Min ;
Xiong, Jiyuan .
CHINA COMMUNICATIONS, 2021, 18 (10) :96-106
[25]   Hybrid Precoding for Massive MIMO Systems Using Partially-Connected Phase Shifter Network [J].
Feng, Yimeng ;
Jiang, Yi .
2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,
[26]   A Family of Hybrid Precoding Schemes for Millimeter-Wave Massive MIMO Systems [J].
Wang, Shiguo ;
He, Mingyue ;
Wang, Jin ;
Ran, Rong ;
Ji, Hong ;
Leung, Victor C. M. .
IEEE SYSTEMS JOURNAL, 2022, 16 (03) :4881-4891
[27]   Nonlinear Hybrid Precoding for Coordinated Multi-Cell Massive MIMO Systems [J].
Mai, Ruikai ;
Tho Le-Ngoc .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (03) :2459-2471
[28]   2D Antenna Array Structures for Hybrid Massive MIMO Precoding [J].
Mahmood, Mobeen ;
Koc, Asil ;
Le-Ngoc, Tho .
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
[29]   Two-Stage Hybrid Precoding for Massive MIMO Systems [J].
Ren, Yuwei ;
Wang, Yingmin ;
Xu, Guixian .
2015 22ND INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT), 2015, :294-297
[30]   A Hybrid Beamforming Design for Massive MIMO LEO Satellite Communications [J].
Palacios, Joan ;
Gonzalez-Prelcic, Nuria ;
Mosquera, Carlos ;
Shimizu, Takayuki ;
Wang, Chang-Heng .
FRONTIERS IN SPACE TECHNOLOGIES, 2021, 2