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
  • [21] Pilot Contamination Suppression Based Coordination in Multi-cell Massive MIMO Systems
    Abdelfettah Belhabib
    Jamal Amadid
    Mohamed Boulourd
    Moha M’Rabt Hassani
    Abelouhab Zeroual
    Wireless Personal Communications, 2022, 125 : 1883 - 1894
  • [22] Two dimension angle of arrival-based precoding for pilot contamination reduction in multi-cell massive MIMO systems
    Ali, Ehab
    Ismail, Mahamod
    Abdullah, Nor Fadzilah
    Nordin, Rosdiadee
    Balfaqih, Mohammed
    Shglouf, Ibrahim
    Mazlan, M. H.
    WIRELESS NETWORKS, 2020, 26 (06) : 4129 - 4147
  • [23] Graph Coloring Based Pilot Allocation to Mitigate Pilot Contamination for Multi-Cell Massive MIMO Systems
    Zhu, Xudong
    Dai, Linglong
    Wang, Zhaocheng
    IEEE COMMUNICATIONS LETTERS, 2015, 19 (10) : 1842 - 1845
  • [24] Two dimension angle of arrival-based precoding for pilot contamination reduction in multi-cell massive MIMO systems
    Ehab Ali
    Mahamod Ismail
    Nor Fadzilah Abdullah
    Rosdiadee Nordin
    Mohammed Balfaqih
    Ibrahim Shglouf
    M. H. Mazlan
    Wireless Networks, 2020, 26 : 4129 - 4147
  • [25] Constant Envelope Precoding in Multi-Cell Massive MIMO Systems: A High-Throughput Pilot Contamination Aware Scheme
    Shahabi, Seyyed MohammadMahdi
    Omid, Yasaman
    Ardebilipour, Mehrdad
    2018 WIRELESS ADVANCED (WIAD), 2018, : 19 - 24
  • [26] Adaptive Pilot Allocation Algorithm for Pilot Contamination Mitigation in TDD Massive MIMO Systems
    Alkhaled, Makram
    Alsusa, Emad
    Hamdi, Khairi A.
    2017 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2017,
  • [27] Adaptive pilot decontamination in multi-cell massive MIMO networks
    Akhlaghpasand, Hossein
    Razavizadeh, S. Mohammad
    TELECOMMUNICATION SYSTEMS, 2017, 66 (03) : 515 - 522
  • [28] Adaptive pilot decontamination in multi-cell massive MIMO networks
    Hossein Akhlaghpasand
    S. Mohammad Razavizadeh
    Telecommunication Systems, 2017, 66 : 515 - 522
  • [29] Downlink Energy Transfer and Pilot Contamination Analysis in Multi-Cell Massive MIMO Systems
    Hameed, Iqra
    Waqar, Omer
    2018 IEEE 21ST INTERNATIONAL MULTI-TOPIC CONFERENCE (INMIC), 2018,
  • [30] Dual-Polarized Massive MIMO Systems Under Multi-Cell Pilot Contamination
    Xu, Wei
    Wu, Xian
    Dong, Xiaodai
    Zhang, Hua
    You, Xiaohu
    IEEE ACCESS, 2016, 4 : 5998 - 6013