Overcoming the Channel Estimation Barrier in Massive MIMO Communication via Deep Learning

IEEE Wireless Communications ◽

10.1109/mwc.001.1900413 ◽

2020 ◽

Vol 27 (5) ◽

pp. 104-111

Author(s):

Zhenyu Liu ◽

Lin Zhang ◽

Zhi Ding

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Mimo Communication

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Performance Enhancement of Massive MIMO Using Deep Learning-Based Channel Estimation

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1051/1/012029 ◽

2021 ◽

Vol 1051 (1) ◽

pp. 012029

Author(s):

H M N Helmy ◽

S El Daysti ◽

H Shatila ◽

M Aboul-Dahab

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Performance Enhancement

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Performance Analysis of Channel Estimation for Massive MIMO Communication Using DL-Based Fully Connected Neural Network (DL-FCNN) Architecture

Journal of Applied Security Research ◽

10.1080/19361610.2021.2024050 ◽

2022 ◽

pp. 1-13

Author(s):

Swapna Tangelapalli ◽

Pokkunuri PardhaSaradhi ◽

Rahul Jashvantbhai Pandya ◽

Sridhar Iyer

Keyword(s):

Neural Network ◽

Performance Analysis ◽

Channel Estimation ◽

Massive Mimo ◽

Mimo Communication ◽

Fully Connected

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Massive MIMO Channel Estimation for Vehicular Communications: A Deep Learning Based Approach

2020 IEEE International Conference on Communications Workshops (ICC Workshops) ◽

10.1109/iccworkshops49005.2020.9145126 ◽

2020 ◽

Author(s):

Xiao Huang ◽

Sicong Liu

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Mimo Channel ◽

Vehicular Communications

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Channel Estimation in Massive MIMO Under Hardware Non-Linearities: Bayesian Methods Versus Deep Learning

IEEE Open Journal of the Communications Society ◽

10.1109/ojcoms.2019.2959913 ◽

2020 ◽

Vol 1 ◽

pp. 109-124 ◽

Author(s):

Ozlem Tugfe Demir ◽

Emil Bjornson

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Bayesian Methods ◽

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Deep Learning-Based Beamspace Channel Estimation in mmWave Massive MIMO Systems

IEEE Wireless Communications Letters ◽

10.1109/lwc.2020.3019321 ◽

2020 ◽

Vol 9 (12) ◽

pp. 2212-2215

Author(s):

Yinghui Zhang ◽

Yifan Mu ◽

Yang Liu ◽

Tiankui Zhang ◽

Yi Qian

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

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Energy-efficient pilot and data power allocation in massive MIMO communication systems based on MMSE channel estimation

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2016.7472342 ◽

2016 ◽

Author(s):

Ye Zhang ◽

Wei-Ping Zhu

Keyword(s):

Channel Estimation ◽

Power Allocation ◽

Energy Efficient ◽

Massive Mimo ◽

Communication Systems ◽

Mimo Communication

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Limited Feedback Double Directional Massive MIMO Channel Estimation: From Low-Rank Modeling to Deep Learning

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) ◽

10.1109/spawc.2018.8446005 ◽

2018 ◽

Author(s):

Haoran Sun ◽

Ziping Zhao ◽

Xiao Fu ◽

Mingyi Hong

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Limited Feedback ◽

Low Rank ◽

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Deep Learning based Channel Estimation for Massive MIMO with Hybrid Transceivers

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2021.3137354 ◽

2021 ◽

pp. 1-1

Author(s):

Jiabao Gao ◽

Caijun Zhong ◽

Geoffrey Ye Li ◽

Zhaoyang Zhang

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

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Location-Aided Deep Learning-Based Channel Estimation for Hybrid Massive MIMO Systems

10.1109/wcsp52459.2021.9613576 ◽

2021 ◽

Author(s):

Jiabao Gao ◽

Caijun Zhong ◽

Zhaoyang Zhang

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

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Deep Learning for Super-Resolution Channel Estimation and DOA Estimation Based Massive MIMO System

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2018.2851783 ◽

2018 ◽

Vol 67 (9) ◽

pp. 8549-8560 ◽

Author(s):

Hongji Huang ◽

Jie Yang ◽

Hao Huang ◽

Yiwei Song ◽

Guan Gui

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Mimo System ◽

Super Resolution ◽

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