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MAX-SLNR Precoding Algorithm for Massive MIMO System

Jing Jiang, Honglin Wang, Yongbin Xie, Wujun Yang, M. Kavakli, M.J.E. Salami, A. Amini, M.A.B.M. Basri, A.B. Masli, S.C.H. Li, M. Pal
2016 MATEC Web of Conferences  
Pilot Contamination obviously degrades the system performance of Massive MIMO systems.  ...  Massive MIMO precoding algorithm.  ...  System Model In this paper, we consider uplink training and transmit precoding in a multi-cell scenario with I cells in the Massive MIMO TDD system where each cell consists of a base station with t N antennas  ... 
doi:10.1051/matecconf/20165605005 fatcat:2og75jbfnnajxniee4h6v6nb3q

ON PILOT CONTAMINATION IN MASSIVE MULTIPLE-INPUT MULTIPLE OUTPUT SYSTEM WITH LEAST SQUARE METHOD AND ZERO FORCING RECEIVER

Joshi Poojaben Hirenkumar, Jignesh N Patel, Hardip K Shah
2017 ICTACT Journal on Communication Technology  
In this paper, we present a comprehensive overview of massive MIMO system and studied degradation in performance due to pilot contamination.  ...  Further improvement is achieved in this work by introducing precoding technique for massive MIMO systems.  ...  METHODS FOR MITIGATION OF PILOT CONTAMINATION In this section, we review existing methods proposed to eliminate the effects of pilot contamination in multi-cell TDD system.  ... 
doi:10.21917/ijct.2017.0228 fatcat:7hbhnaa7ebhatj65utfme4ej7q

Linear precoder optimization of spectral efficiency of time division duplex hyper MIMO system with pilot contamination

Zanga Mvodo Martin Paulin, Koko Same Louis Christian, Essiben Dikoundou Jean-François
2023 Indonesian Journal of Electrical Engineering and Computer Science  
The aim is to optimize spectral efficiency of several users hyper MIMO system during Uplink communication in a multi-cell contaminated pilot environment, using a new type of precoders called single cell-minimum  ...  Our work is developed in context of studing Massive MIMO in a 5G context.  ...  INTRODUCTION Massive MIMO systems or high integration scale antenna systems or multi-user Massive MIMO represent a new research direction in microwave data transmission [1] .  ... 
doi:10.11591/ijeecs.v29.i3.pp1520-1528 fatcat:giesn3yzkrbsjmc2ssgqnxvy5q

LS-Based Pilot Contamination Pre-coding for Large-scale MIMO System

Jiang Jing, Ni Wang, Shuang Xu
2014 International Journal of Future Generation Communication and Networking  
To reduce pilot contamination, a downlink precoding algorithm was put forward for Large-scale MIMO system.  ...  Based on simulation results, it was shown that the proposed algorithm can achieve better performance than popular Large-scale MIMO precoding algorithms, e.g. single-cell Zero-Forcing precoding and multi-cell  ...  Uplink System Model of Massive MIMO the noise.  ... 
doi:10.14257/ijfgcn.2014.7.4.05 fatcat:ehkk5syrwzak3ebhychzewihxi

An Overview of Massive MIMO Technology Components in METIS

Gabor Fodor, Nandana Rajatheva, Wolfgang Zirwas, Lars Thiele, Martin Kurras, Kaifeng Guo, Antti Tolli, Jesper H. Sorensen, Elisabeth de Carvalho
2017 IEEE Communications Magazine  
state information for sparse channels in frequency division duplexing systems, managing user grouping and multi-user beamforming, and a decentralized coordinated transceiver design.  ...  Indeed, in its final deliverable, the European 5G project Mobile and Wireless Communication Enablers for the 2020 Information Society (METIS) identifies massive MIMO as a key 5G enabler and proposes specific  ...  Low Rate Multi-cell coordination for pilot contamination mitigation in TDD systems Understanding and managing the inherent trade-offs related to CSI acquisition in massive MIMO systems is fundamental to  ... 
doi:10.1109/mcom.2017.1600802 fatcat:5rq2s6repzauznp2lgui2ezizi

An Overview of Massive MIMO: Benefits and Challenges

Lu Lu, Geoffrey Ye Li, A. Lee Swindlehurst, Alexei Ashikhmin, Rui Zhang
2014 IEEE Journal on Selected Topics in Signal Processing  
We particularly focus on the potential impact of pilot contamination caused by the use of non-orthogonal pilot sequences by users in adjacent cells.  ...  Index Terms-Channel estimation, energy efficiency, massive MIMO systems, orthogonal frequency division multiplexing (OFDM), pilot contamination, precoding and detection, single-carrier transmission, spectral  ...  Multi-Cell Precoding Linear precoders can also be used in multi-cell massive MIMO systems, where cooperating BSs are designed to jointly serve users in different cells [37] .  ... 
doi:10.1109/jstsp.2014.2317671 fatcat:x3hzg3mmizanlnei4lir6z6m4a

Pilot Contamination Elimination for Channel Estimation with Complete Knowledge of Large-Scale Fading in Downlink Massive MIMO Systems [article]

Qazwan Abdullah, Norsaliza Abdullah, Adeb Salh, Lukman Audah, Nabil Farah, Abbas Ugurenver, Abdu Saif
2021 arXiv   pre-print
However, massive massive multiple input multiple output systems are still limited because of pilot contamination, impacting the data rate due to the non-orthogonality of pilot sequences transmitted by  ...  users in the same cell to the neighboring cells.  ...  In multi-cell massive MIMO systems, PC is a fundamental problem, which impacts the DR.  ... 
arXiv:2106.13507v1 fatcat:ln22glps5ne6xfp3sq6c6irz3q

A pilot allocation method for multi-cell multi-user massive MIMO system

Li Yiming, Du Liping, Chen Yueyun
2021 Journal of Systems Engineering and Electronics  
This paper proposes a method based on cell classification and users grouping to mitigate the pilot contamination in multi-cell massive MIMO systems and improve the spectral efficiency.  ...  Pilot contamination can spoil the accuracy of channel estimation and then has become one of the key problems influencing the performance of massive multiple input multiple output (MIMO) systems.  ...  The influence of pilot contamination on system performance in multi-cell massive MIMO systems was studied in [12, 13] .  ... 
doi:10.23919/jsee.2021.000033 fatcat:3vu3vujylfbafpfnajlkirzs34

Survey on Massive MIMO: Technology, Challenges, Opportunities and Benefits

Karthik Kumar Vaigandla, Dept. of Electronics & Communication Engineering, Balaji Institute of Technology and Science, Warangal, Telangana, India, Dr.N Venu, Dept. of Electronics & Communication Engineering, Balaji Institute of Technology and Science, Warangal, Telangana, India
2021 Ymer  
The paper then summarizes the technologies that are used in massive MIMO system, including channel estimation, pre-coding, and signal detection.  ...  Massive MIMO technologies will utilize simpler and linear algorithms for beam forming and decoding.  ...  Pilot Contamination: The user pilots of neighboring cells may not be orthogonal in a multicell massive MIMO system. It is estimated that there are fewer orthogonal pilots than users.  ... 
doi:10.37896/ymer20.11/25 fatcat:goyiab22f5dbthija57dqjcjlu

Estimation Large- Scale Fading Channels for Transmit Orthogonal Pilot Reuse Sequences in Massive MIMO System [article]

Qazwan Abdullah, Nor Shahida Mohd Shah, Shipun Hamzah, Adeb Salh, Mahathir Mohamad, Shahilah Nordin, Maisarah Abu, Mohammed Abdo Albaom, safwan sadeq
2022 arXiv   pre-print
However, because the pilot sequence transmitted by users in a single cell to neighboring cells is not orthogonal, massive MIMO systems are still constrained.  ...  Reduced pilot contamination (PC) enhanced system performance, and reduced inter-cell interference and improved channel estimation.  ...  In multi-cell massive MIMO systems, pilot contamination (PC) is a essential problem, which influences the Data Rate (DR).  ... 
arXiv:2212.03288v1 fatcat:q2j4ytjys5f3bbwnktqnps3j4i

A Large-Scale MIMO Precoding Algorithm Based on Iterative Interference Alignment

Jing Jiang, Wei Lv
2014 Cybernetics and Information Technologies  
The performance of Large-scale MIMO system is degraded by Pilot Contamination.  ...  The main idea of this algorithm is aligning the pilot contamination and inter-cell interference to the same null space in order to acquire the maximal degrees of freedom.  ...  It can achieve the capacity lower bound of PCP which can efficiently eliminate the intercell interference in Large-scale MIMO systems.  ... 
doi:10.2478/cait-2014-0033 fatcat:45cqa5rznfei5jzmeoiaydvvz4

Analysis and Evaluation of Performance Gains and Tradeoffs for Massive MIMO Systems

Saba Jabbar, Yu Li
2016 Applied Sciences  
effect of interference among cells due to pilot sequences contamination.  ...  In this paper, the system performance gains are studied in a multi-cell downlink massive MIMO system under the main considerations such as perfect channel estimation, imperfect channel estimation and the  ...  Acknowledgments: This work was supported in part by National High Technology Research and Development Program (2015AA015901).  ... 
doi:10.3390/app6100268 fatcat:evqc5lgssrcwnhroic6a4evccy

Pilot reuse sequences for TDD in downlink multi-cells to improve data rates

Adeeb Salh, Lukman Audah, Nor S. M. Shah, Shipun A. Hamzah
2019 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
In this paper, we propose that system performance can be improved by using perfect channel estimation and reducing effective interference with pilot reuse that mitigate strong pilot contamination based  ...  When the number of users is large, the interference between neighboring cells can be suppressed by using orthogonal pilot reuse sequences.  ...  Increasing the number of transmit pilot reuse sequences for large-scale fading is able to suppress pilot contamination in multi-cell massive MIMO systems [9] .  ... 
doi:10.12928/telkomnika.v17i5.12809 fatcat:lvfyp6gsn5b4ngvwt2eq4xphry

An overview of transmission theory and techniques of large-scale antenna systems for 5G wireless communications

Dongming Wang, Yu Zhang, Hao Wei, Xiaohu You, Xiqi Gao, Jiangzhou Wang
2016 Science China Information Sciences  
When a large-scale antenna array (which is also called massive MIMO) is equipped in a base-station, or a large number of distributed antennas (which is also called large-scale distributed MIMO) are deployed  ...  This paper provides an overview of massive MIMO and large-scale distributed MIMO systems, including spectral efficiency analysis, channel state information (CSI) acquisition, wireless transmission technology  ...  In the ideal case, the estimated PDP approximates to that without pilot contamination. Finally, pilot contamination can be eliminated by the estimated PDP.  ... 
doi:10.1007/s11432-016-0278-5 fatcat:ixe5qfgsafeczd6d5nk2shh3mq

BER Analysis of Multi-Cellular MIMO Systems with Increasing Number of BS Antennas [article]

José Carlos Marinello, Taufik Abrão
2014 arXiv   pre-print
Our numerical result findings show that, in the same way as with the sum capacity, the pilot contamination also limits the BER performance of a noncooperative multi-cell MIMO system with infinite number  ...  cells, channel estimation errors due to background thermal noise, and pilot contamination, which was recently shown to be the only impairment that remains in the MIMO multicell system with infinite number  ...  On the other hand, a precoding technique that eliminates pilot contamination and leads to unlimited gains with N → ∞ is proposed in [15] .  ... 
arXiv:1406.3753v1 fatcat:n5xmk3ua45a55mfz2jp6cidrze
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