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
channel estimation for massive MIMO systems1 with hybrid beamforming as shown in Fig. 1.
Here the massive MIMO … Cluster sparse channel model for mmWave massive MIMO systems…

Blind multiuser detection in massive MIMO channels with clustered sparsity

L Chen, X Yuan - IEEE Wireless Communications Letters, 2019 - ieeexplore.ieee.org
… multiuser detection algorithm for massive MIMO systems equipped with a uniform planar
antenna array. We model the channel in the angular domain as a sparse matrix with the non-…

Semi-blind channel-and-signal estimation for uplink massive MIMO with channel sparsity

W Yan, X Yuan - IEEE Access, 2019 - ieeexplore.ieee.org
… To address the above issues, we propose a semi-blind detection scheme to jointly
estimate the channel and the user signals in a sparse massive MIMO system. We focus on the …

Robust massive MIMO channel estimation for 5G networks using compressive sensing technique

Z Albataineh, K Hayajneh, HB Salameh, C Dang… - … -International Journal of …, 2020 - Elsevier
… for adaptive sparse recovery. Inspired by these two methods, we present an … sparse channel
estimation algorithm for massive MIMO systems. one can reconstruct the unknown K-Sparse

Hybrid message passing approach for uplink massive MIMO channel estimation

S Wang, L Zhou, W Xu, J Dai - IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
… is simple and is suitable for most practical implementations, but it needs to carefully choose
training pilots and completely ignores the sparse property of the massive MIMO channels. …

Evaluating spatial resolution and channel capacity of sparse cylindrical arrays for massive MIMO

N Wu, F Zhu, Q Liang - IEEE Access, 2017 - ieeexplore.ieee.org
… Many studies about massive MIMO are focused on the analysis of channel capacity, … the
uplink channel capacity in massive MIMO scenario and prove that all the three sparse cylindrical …

Channel estimation using joint dictionary learning in FDD massive MIMO systems

Y Ding, BD Rao - 2015 IEEE Global Conference on Signal and …, 2015 - ieeexplore.ieee.org
… In this work, we extend the sparse channel representation framework to joint uplink and …
downlink channel sparse representation to an uplink and downlink joint sparse representation. …

An overview of massive MIMO technology components in METIS

G Fodor, N Rajatheva, W Zirwas… - IEEE …, 2017 - ieeexplore.ieee.org
… In this article, we argue that exploiting the sparse properties of the channel in urban
environments and using the concept of coded CSI reporting can provide a solution. …

Channel estimation for extremely large-scale massive MIMO systems

Y Han, S Jin, CK Wen, X Ma - IEEE Wireless Communications …, 2020 - ieeexplore.ieee.org
… system still holds directionality, then we can reuse the methods designed for massive MIMO
sparse bayesian learning for channel estimation in non-stationary uplink massive MIMO

Low-complexity channel estimation in 5G massive MIMO-OFDM systems

OA Saraereh, I Khan, Q Alsafasfeh, S Alemaishat… - Symmetry, 2019 - mdpi.com
… require that the channel sparsity should be known, which in the real channel environment
is … channel sparsity of the massive MIMO channel, this paper proposes a structured sparse