An overview of low-rank channel estimation for massive MIMO systems

H Xie, F Gao, S Jin - IEEE Access, 2016 - ieeexplore.ieee.org
Massive multiple-input multiple-output is a promising physical layer technology for 5G
wireless communications due to its capability of high spectrum and energy efficiency, high …

An attention-aided deep learning framework for massive MIMO channel estimation

J Gao, M Hu, C Zhong, GY Li… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Channel estimation is one of the key issues in practical massive multiple-input multiple-
output (MIMO) systems. Compared with conventional estimation algorithms, deep learning …

Deep learning at the edge for channel estimation in beyond-5G massive MIMO

M Belgiovine, K Sankhe, C Bocanegra… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Massive multiple-input multiple-output (mMIMO) is a critical component in upcoming 5G
wireless deployment as an enabler for high data rate communications. mMIMO is effective …

Data-driven deep learning to design pilot and channel estimator for massive MIMO

X Ma, Z Gao - IEEE Transactions on Vehicular Technology, 2020 - ieeexplore.ieee.org
In this paper, we propose a data-driven deep learning (DL) approach to jointly design the
pilot signals and channel estimator for wideband massive multiple-input multiple-output …

Structured compressive sensing-based spatio-temporal joint channel estimation for FDD massive MIMO

Z Gao, L Dai, W Dai, B Shim… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Massive MIMO is a promising technique for future 5G communications due to its high
spectrum and energy efficiency. To realize its potential performance gain, accurate channel …

Massive MIMO channel estimation with an untrained deep neural network

E Balevi, A Doshi, JG Andrews - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
This paper proposes a deep learning-based channel estimation method for multi-cell
interference-limited massive MIMO systems, in which base stations equipped with a large …

Deep learning-based channel estimation for massive MIMO systems

CJ Chun, JM Kang, IM Kim - IEEE Wireless Communications …, 2019 - ieeexplore.ieee.org
In this letter, we propose a deep learning (DL)-based channel estimation scheme for the
massive multiple-input multiple-output (MIMO) system. Unlike existing studies, we develop …

Information-theoretic pilot design for downlink channel estimation in FDD massive MIMO systems

Y Gu, YD Zhang - IEEE Transactions on Signal Processing, 2019 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is one of the most promising techniques for
next generation wireless communications due to its superior capability to provide high …

[PDF][PDF] Recent advances and future challenges for massive MIMO channel measurements and models

CX Wang, S Wu, L Bai, X You, J Wang… - Science China …, 2016 - ncrl.seu.edu.cn
The emerging fifth generation (5G) wireless communication system raises new requirements
on spectral efficiency and energy efficiency. A massive multiple-input multiple-output (MIMO) …

Joint channel training and feedback for FDD massive MIMO systems

W Shen, L Dai, Y Shi, B Shim… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is widely recognized as a promising
technology for future 5G wireless communication systems. To achieve the theoretical …