Pilot Reuse for Massive MIMO Transmission over Spatially Correlated Rayleigh Fading Channels

被引:278
|
作者
You, Li [1 ]
Gao, Xiqi [1 ]
Xia, Xiang-Gen [2 ]
Ma, Ni [3 ]
Peng, Yan [3 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
[2] Univ Delaware, Dept Elect & Comp Engn, Newark, DE 19716 USA
[3] Huawei Technol Co Ltd, Shenzhen 518129, Peoples R China
基金
中国国家自然科学基金;
关键词
Pilot reuse; massive MIMO; multiuser MIMO; pilot scheduling; robust transmission; SPACE-TIME COMMUNICATION; BASE STATION; WIRELESS; CAPACITY; SYSTEMS; ARRAYS; UPLINK; OFDM;
D O I
10.1109/TWC.2015.2404839
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
We propose pilot reuse (PR) in single cell for massive multiuser multiple-input multiple-output (MIMO) transmission to reduce the pilot overhead. For spatially correlated Rayleigh fading channels, we establish a relationship between channel spatial correlations and channel power angle spectrum when the base station antenna number tends to infinity. With this channel model, we show that sum mean square error (MSE) of channel estimation can be minimized provided that channel angle of arrival intervals of the user terminals reusing the pilots are non-overlapping, which shows feasibility of PR over spatially correlated massive MIMO channels with constrained channel angular spreads. Since channel estimation performance might degrade due to PR, we also develop the closed-form robust multiuser uplink receiver and downlink precoder that minimize sum MSE of signal detection, and reveal a duality between them. Subsequently, we investigate pilot scheduling, which determines the PR pattern, under two minimum MSE related criteria, and propose a low complexity pilot scheduling algorithm, which relies on the channel statistics only. Simulation results show that the proposed PR scheme provides significant performance gains over the conventional orthogonal training scheme in terms of net spectral efficiency.
引用
收藏
页码:3352 / 3366
页数:15
相关论文
共 50 条
  • [1] Random Pilot and Data Access for Massive MIMO Spatially Correlated Rayleigh Fading Channels
    Gao, Junyuan
    Wu, Yongpeng
    Wei, Fan
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [2] User Subgrouping in Multicast Massive MIMO over Spatially Correlated Rayleigh Fading Channels
    de la Fuente, Alejandro
    Interdonato, Giovanni
    Araniti, Giuseppe
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
  • [3] Massive MIMO With Spatially Correlated Rician Fading Channels
    Ozdogan, Ozgecan
    Bjornson, Emil
    Larsson, Erik G.
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (05) : 3234 - 3250
  • [4] Downlink Power Optimization for Cell-Free Massive MIMO Over Spatially Correlated Rayleigh Fading Channels
    Qiu, Jiahua
    Xu, Kui
    Xia, Xiaochen
    Shen, Zhexian
    Xie, Wei
    IEEE ACCESS, 2020, 8 : 56214 - 56227
  • [5] Optimal Resource Allocation for Massive MIMO over Spatially Correlated Fading Channels
    Li, Yongzhi
    Tao, Cheng
    Liu, Liu
    Zhang, Lingwen
    2016 IEEE 83RD VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2016,
  • [6] On the capacity of spatially correlated MIMO Rayleigh-fading channels
    Chiani, M
    Win, MZ
    Zanella, A
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (10) : 2363 - 2371
  • [7] Channel Charting Aided Pilot Reuse for Massive MIMO Systems With Spatially Correlated Channels
    Ribeiro, Lucas
    Leinonen, Markus
    Al-Tous, Hanan
    Tirkkonen, Olav
    Juntti, Markku
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2022, 3 : 2390 - 2406
  • [8] Performance Analysis of Cell-Free Massive MIMO Over Spatially Correlated Fading Channels
    Fan, Wen
    Zhang, Jiayi
    Bjornson, Emil
    Chen, Shuaifei
    Zhong, Zhangdui
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [9] Spatially Correlated Rayleigh Fading for Cell-Free Massive MIMO Systems
    Zhou, Meng
    Zhang, Yao
    Qiao, Xu
    Yang, Longxiang
    IEEE ACCESS, 2020, 8 : 42154 - 42168
  • [10] Security Performance Analysis of Cell-Free Massive MIMO over Spatially Correlated Rayleigh Fading Channels with Active Spoofing Attack
    Wang, Xiaoyu
    Gao, Yuanyuan
    Zhang, Guangna
    Guo, Mingxi
    2020 12TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2020, : 540 - 545