On the Performance of Iterative Receivers in Massive MIMO Systems with Pilot Contamination

被引:0
|
作者
Huang, Yuqi [1 ,2 ]
Tang, Wenrui [1 ]
Wei, Hao [1 ]
Li, Jiamin [1 ]
Wang, Dongming [1 ]
Su, Xin [2 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Hong Kong, Peoples R China
[2] State Key Lab Wireless Mobile Commun CAFT, Beijing, Peoples R China
关键词
LOW-COMPLEXITY; EQUALIZATION;
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
In this paper, we study iterative detection algorithms of the multi-cell multi-user massive MIMO systems with pilot contamination. First, a iterative algorithm applying soft decision interference cancellation is introduced. It is based on minimum mean square error (MMSE) filter and derived from [1] where it was applied in block transmission. Then, by considering the algorithm complexity, two iterative soft input soft output (SISO) detection algorithms, which avoid matrix inversion, are presented: a soft interference cancellation algorithm for the polynomial expansion linear detector (PELD) and a SISO detector based on singular value decomposition (SVD). Moreover, matched filter-SISO (MF-SISO) is given as a special case of PELD-SISO. Simulation comparisons of iterative detection algorithms in massive MIMO systems are presented, which are of great significance for the future research.
引用
收藏
页码:52 / +
页数:2
相关论文
共 50 条
  • [1] On the Performance of TDD Massive MIMO Systems with Pilot Contamination
    Alkhaled, Makram
    Alsusa, Emad
    So, Daniel K. C.
    [J]. 2017 IEEE 85TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2017,
  • [2] Pilot Contamination Elimination in Massive MIMO Systems
    Hu, Rui-Chao
    Wang, Bing-He
    [J]. ADVANCES IN INTERNETWORKING, DATA & WEB TECHNOLOGIES, EIDWT-2017, 2018, 6 : 690 - 701
  • [3] Pilot Contamination Attacks in Massive MIMO Systems
    Akgun, Berk
    Krunz, Marwan
    Koyluoglu, O. Ozan
    [J]. 2017 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS), 2017, : 82 - 90
  • [4] DOWNLINK PERFORMANCE OF SUPERIMPOSED PILOTS IN MASSIVE MIMO SYSTEMS IN THE PRESENCE OF PILOT CONTAMINATION
    Upadhya, Karthik
    Vorobyov, Sergiy A.
    Vehkapera, Mikko
    [J]. 2016 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2016, : 665 - 669
  • [5] Pilot Contamination Mitigation in TDD Massive MIMO Systems
    Alkhaled, Makram
    Alsusa, Emad
    Hadi, Ammar
    Alfitouri, Abdurrahman
    [J]. 2017 IEEE INTERNATIONAL BLACK SEA CONFERENCE ON COMMUNICATIONS AND NETWORKING (BLACKSEACOM), 2017, : 6 - 10
  • [6] Impact of pilot sequence contamination in massive MIMO systems
    AlKhaled, Makram
    Alsusa, Emad
    [J]. IET COMMUNICATIONS, 2017, 11 (13) : 2005 - 2011
  • [7] Vulnerabilities of Massive MIMO Systems to Pilot Contamination Attacks
    Akgun, Berk
    Krunz, Marwan
    Koyluoglu, O. Ozan
    [J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 14 (05) : 1251 - 1263
  • [8] Suppression of Pilot-Contamination in Massive MIMO Systems
    Neumann, David
    Joham, Michael
    Utschick, Wolfgang
    [J]. 2014 IEEE 15TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2014, : 11 - 15
  • [9] Pilot Contamination Mitigation for Wideband Massive MIMO Systems
    Bogale, Tadilo Endeshaw
    Le, Long Bao
    Wang, Xianbin
    Vandendorpe, Luc
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (11) : 7889 - 7906
  • [10] Mitigation of Sounding Pilot Contamination in Massive MIMO Systems
    Lee, Taeseop
    Kim, Hyung-Sin
    Park, Sangkyu
    Bahk, Saewoong
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 1191 - 1196