Efficient coordinated recovery of sparse channels in massive MIMO

M Masood, LH Afify… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… problem of estimating sparse channels in massive MIMO-OFDM systems. Most wireless
channels are sparse in nature with large delay spread. In addition, these channels as observed …

Massive MIMO in sparse channels

N Kolomvakis, M Matthaiou… - 2014 IEEE 15th …, 2014 - ieeexplore.ieee.org
… This paper analyzed the effect of sparse channels on a single-cell massive MIMO system.
In particular, we have considered a stochastic model for the sparse channel where the virtual …

Channel estimation for sparse massive MIMO channels in low SNR regime

Z Gong, C Li, F Jiang - IEEE Transactions on Cognitive …, 2018 - ieeexplore.ieee.org
… Therefore, in this paper, we propose a channel estimator being able to identify the sparse
paths of an arbitrary terminal blindly and filter out most noise. As a result, channel vectors of …

Sparse channel estimation for massive MIMO-OFDM systems over time-varying channels

Q Qin, L Gui, B Gong, S Luo - IEEE Access, 2018 - ieeexplore.ieee.org
sparse channel estimation scheme for massive MIMO-OFDM downlink transmission over
time-varying channels… the spatial correlation of the massive MIMO channels. Compared with the …

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

H Xie, F Gao, S Jin - IEEE Access, 2016 - ieeexplore.ieee.org
Channel sparsity together with various CS algorithms could reduce the training overhead for
massive MIMO … Nevertheless, the hypothetically exact sparse channel models may be too …

Sparse Bayesian learning for the time-varying massive MIMO channels: Acquisition and tracking

J Ma, S Zhang, H Li, F Gao, S Jin - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… time-varying channel scenarios are considered. First, we formulate the dynamic massive
MIMO channel as one sparse signal model. Then, an expectation maximization-based sparse

Dictionary learning-based sparse channel representation and estimation for FDD massive MIMO systems

Y Ding, BD Rao - IEEE Transactions on Wireless …, 2018 - ieeexplore.ieee.org
… the DL channel estimation, we also utilize the sparse properties of the channel for the UL
channel … 1) We formulate the UL channel estimation explicitly into a sparse recovery problem. …

Sparse channel estimation based on compressed sensing for massive MIMO systems

C Qi, Y Huang, S Jin, L Wu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
… the sparse channel estimation based on CS for massive MIMO systems. We have proposed
a system model for sparse channel estimation exploring the joint channel sparsity. We have …

Sparse channel estimation for spatial non-stationary massive MIMO channels

S Hou, Y Wang, T Zeng, S Wu - IEEE Communications Letters, 2019 - ieeexplore.ieee.org
… two-stage sparse channel estimation scheme is proposed for SNS massive MIMO channels.
First, we provide the problem of the sparse channel estimation in SNS channels. Then, we …

[HTML][HTML] Massive-MIMO sparse uplink channel estimation using implicit training and compressed sensing

B Mansoor, SJ Nawaz, SM Gulfam - Applied Sciences, 2017 - mdpi.com
… of massive-MIMO sparse uplink channels by exploiting StOMP and GP as CS greedy algorithms.
For large-scale sparse … As the CIR estimation of massive-MIMO sparse uplink channels