Hierarchical Beam Selection in mmWave Multiuser MIMO Systems with One-Bit Analog Phase Shifters

被引:0
|
作者
Gao, Shijian [1 ]
Dong, Yue [1 ]
Chen, Chen [1 ]
Jin, Ye [1 ]
机构
[1] Peking Univ, State Key Lab Adv Opt Commun Syst & Networks, Beijing, Peoples R China
来源
2016 8TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS & SIGNAL PROCESSING (WCSP) | 2016年
关键词
DESIGN;
D O I
暂无
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
Hybrid digital/analog precoding has been widely utilized in millimeter-wave (mmWave) multiple-input multiple output (MIMO) systems. Compared to the digital precoder, it is more challenging to design the analog precoder because of the constant amplitude (CA) constraints on the entries. Although high-resolution analog phase shifters (APSs) can provide more choices in phase adjustment, it also adds the difficulty in designing effective codebooks for beam selection. In addition, the finer APSs are accompanied by the higher hardware cost and power consumption. Driven by the low hardware cost and power consumption, we employ one-bit APSs to perform analog precoding. A simple codebook for hierarchical searching is designed. Then a low-complexity hierarchical beam selection algorithm is devised to reduce the training overhead. An approximate expression of spectral efficiency after hybrid precoding in one-bit-APS system is also derived, which is close to the simulation results in medium signal-to-noise ratio (SNR). Despite a performance degradation, both the theoretical analysis and the simulation results show that the performance is still comparable to the existing alternatives with much lower training overhead and hardware cost. Therefore, the proposed one-bit-APS system can be an acceptable tradeoff in practical implementation.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] One-Bit mmWave MIMO Channel Estimation Using Deep Generative Networks
    Doshi A.
    Andrews J.G.
    IEEE Wireless Communications Letters, 2023, 12 (09) : 1593 - 1597
  • [22] LOW-RANK MMWAVE MIMO CHANNEL ESTIMATION IN ONE-BIT RECEIVERS
    Myers, Nitin Jonathan
    Tran, Kayla N.
    Heath, Robert W., Jr.
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 5005 - 5009
  • [23] Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN
    Dong, Yudi
    Wang, Huaxia
    Yao, Yu-Dong
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (03) : 854 - 858
  • [24] Gradient Pursuit-Based Channel Estimation for MmWave Massive MIMO Systems with One-Bit ADCs
    Kim, In-soo
    Choi, Junil
    2019 IEEE 30TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2019, : 1015 - 1020
  • [25] Analysis of One-Bit Quantized ZF Precoding for the Multiuser Massive MIMO Downlink
    Saxena, Amodh Kant
    Fijalkow, Inbar
    Mezghani, Amine
    Swindlehurst, A. Lee
    2016 50TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2016, : 758 - 762
  • [26] One-Bit CSI Feedback Selection Schemes for Energy-Efficient Multiuser and Multirelay Systems
    Le, Viet-Anh
    Pitaval, Renaud-Alexandre
    Blostein, Steven D.
    Riihonen, Taneli
    Wichman, Risto
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (03) : 1149 - 1161
  • [27] Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining
    Bernardo, Neil Irwin
    Zhu, Jingge
    Eldar, Yonina C.
    Evans, Jamie
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (11) : 7224 - 7239
  • [28] On the Sphere Decoding for MU-MIMO Systems with One-bit ADCs: Hierarchical Clustering Forest
    Kim, Seonho
    Hong, Song-Nam
    2018 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2018,
  • [29] Angular Domain Channel Estimation for mmWave Massive MIMO With One-Bit ADCs/DACs
    Xu, Liangyuan
    Qian, Cheng
    Gao, Feifei
    Zhang, Wei
    Ma, Shaodan
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (02) : 969 - 982
  • [30] Machine Learning based Detections for mmWave Two-Hop MIMO Systems using One-Bit Transceivers
    Kim, Daeun
    Lee, Namyoon
    2019 IEEE 20TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC 2019), 2019,