Pilot contamination mitigation by pilot assignment and adaptive linear precoding for massive MIMO multi-cell systems

被引:2
|
作者
Misso, Angelina [1 ]
Kissaka, Mussa [1 ]
机构
[1] Univ Dar Es Salaam, Coll Informat & Commun Technol, Dept Elect & Telecommun Engn, Dar Es Salaam 00255, Tanzania
关键词
Linear precoding; Massive MIMO; Pilot assignment; Pilot contamination; ALLOCATION;
D O I
10.1007/s11235-023-01093-3
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
According to research, the performance of the massive MIMO system is constrained by pilot contamination. Recent developments in massive MIMO provide a variety of methods for the reduction of pilot contamination with diverse performances. There is a trade-off between the complexity of the system, the time-frequency resources needed to estimate the channel, and the effectiveness of pilot contamination mitigation. Limited research exists on the analysis of the combined effect of the three parameters, despite the impact of the parameters on the performance of massive MIMO multi-cell networks. Therefore, in this research, an algorithm consisting of a combined adaptive linear precoding and pilot assignment methods was designed for the reduction of pilot contamination in the massive MIMO multi-cellular network. The Maximum ratio Transmission (MRT) and Zero Forcing (ZF) precoding schemes were incorporated in the algorithm to diminish interfering signals from other cells while amplifying the intended signal, to improve the BER at low computational complexity. Pilot assignment methods of frequency reuse and the Zadoff-Chu sequence facilitated the optimal allocation of resources and reduced interference to improve spectral efficiency. The pilot assignment method ensures an optimal number of pilots are assigned to guarantee the efficient use of resources while precoding schemes eliminate interference. The effectiveness of the proposed algorithm was evaluated based on the ability to reduce BER, increase spectral efficiency, and reduce computational complexity. The results show improved performance of the proposed algorithm, compared to the conventional MRT and ZF precoders. Accordingly, this study contributes to the investigation of the impact of integrating adaptive linear precoding and pilot assignment methods for pilot contamination mitigation in massive MIMO systems.
引用
收藏
页码:389 / 400
页数:12
相关论文
共 50 条
  • [31] On the Pilot Contamination Attack in Multi-Cell Multiuser Massive MIMO Networks
    Akbar, Noman
    Yan, Shihao
    Khattak, Asad Masood
    Yang, Nan
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (04) : 2264 - 2276
  • [32] Pilot Contamination Precoding in Multi-Cell Large Scale Antenna Systems
    Ashikhmin, Alexei
    Marzetta, Thomas
    2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2012,
  • [33] Pilot Allocation for Multi-Cell TDD Massive MIMO Systems
    Hao, Wanming
    Muta, Osamu
    Gacanin, Haris
    Furukawa, Hiroshi
    2017 IEEE 86TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2017,
  • [34] Uplink Pilot Allocation for Multi-Cell Massive MIMO Systems
    Hao, Wanming
    Muta, Osamu
    Gacanin, Haris
    Furukawa, Hiroshi
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2019, E102B (02) : 373 - 380
  • [35] Pilot Contamination Mitigation in TDD Massive MIMO Systems
    Alkhaled, Makram
    Alsusa, Emad
    Hadi, Ammar
    Alfitouri, Abdurrahman
    2017 IEEE INTERNATIONAL BLACK SEA CONFERENCE ON COMMUNICATIONS AND NETWORKING (BLACKSEACOM), 2017, : 6 - 10
  • [36] Pilot Contamination Mitigation for Wideband Massive MIMO Systems
    Bogale, Tadilo Endeshaw
    Le, Long Bao
    Wang, Xianbin
    Vandendorpe, Luc
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (11) : 7889 - 7906
  • [37] Mitigation of Sounding Pilot Contamination in Massive MIMO Systems
    Lee, Taeseop
    Kim, Hyung-Sin
    Park, Sangkyu
    Bahk, Saewoong
    2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 1191 - 1196
  • [38] Pilot contamination mitigation strategies in massive MIMO systems
    Gong, Zijun
    Li, Cheng
    Jiang, Fan
    IET COMMUNICATIONS, 2017, 11 (16) : 2403 - 2409
  • [39] A High Throughput Pilot Assignment Strategy with Low Complexity in Multi-Cell Massive MIMO Systems
    Shahabi, Seyyed MohammadMahdi
    Omid, Yasaman
    Ardebilipour, Mehrdad
    2019 IEEE 5TH CONFERENCE ON KNOWLEDGE BASED ENGINEERING AND INNOVATION (KBEI 2019), 2019, : 675 - 679
  • [40] A Temporal Domain Based Method against Pilot Contamination for Multi-cell Massive MIMO Systems
    Wang, Hualei
    Pan, Zhengang
    Ni, Jiqing
    Wang, Sen
    I, Chih-Lin
    2014 IEEE 79TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-SPRING), 2014,