Sparse channel estimation and hybrid precoding using deep learning for millimeter wave massive MIMO

W Ma, C Qi, Z Zhang, J Cheng - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… We consider a downlink multi-user mmWave massive MIMO communication system that
comprises a BS and U users with single antenna, as shown in Fig. 1. The BS is equipped with a …

Massive MIMO pilot decontamination and channel interpolation via wideband sparse channel estimation

S Haghighatshoar, G Caire - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
… a massive MIMO system based on time division duplexing (TDD) and channel reciprocity, …
a low-complexity algorithm to estimate the sparse geometry of the channel in the angle-delay …

Estimation of sparse massive MIMO-OFDM channels with approximately common support

X Lin, S Wu, L Kuang, Z Ni, X Meng… - IEEE Communications …, 2017 - ieeexplore.ieee.org
… and sub-channel dimension [3], [4]. In this letter, we find that sub-channels of massive MIMO-…
of subcarriers, while the assumption that sub-channels have exact SCS only holds in small …

Design and optimization on training sequence for mmWave communications: A new approach for sparse channel estimation in massive MIMO

X Ma, F Yang, S Liu, J Song… - IEEE Journal on Selected …, 2017 - ieeexplore.ieee.org
… for massive MIMO-OFDM channelchannels, the spatial correlated channel model is
utilized and the SCS method is adopted by utilizing the IBI-free region to perform the channel

Efficient compressive sensing based sparse channel estimation for 5G massive MIMO systems

I Khan, D Singh - AEU-International Journal of Electronics and …, 2018 - Elsevier
… -complexity sparse channel estimation algorithm for massive MIMO systems. The main idea
is to separate the noise space from the channel tap space. When estimating the channel, it is …

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
… For convenience, we consider the sparse channel model in the equivalent discrete-time …
channel estimation schemes for FDD massive MIMO systems, where we consider the channel

Sparse channel estimation for intelligent reflecting surface assisted massive MIMO systems

L Zhou, J Dai, W Xu, C Chang - IEEE Transactions on Green …, 2022 - ieeexplore.ieee.org
channel estimation problem for IRS-assisted massive MIMO systems. We first present a new
sparse … for the cascaded downlink channel estimation, which exploits the sparsity of massive

Low-overhead hierarchically-sparse channel estimation for multiuser wideband massive MIMO

G Wunder, S Stefanatos, A Flinth… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… wideband massive MIMO channel can be represented by a vector that is not simply sparse
… sparsity, we propose low complexity channel estimators for the uplink multiuser scenario that …

Sparse channel estimation via hierarchical hybrid message passing for massive MIMO-OFDM systems

X Liu, W Wang, X Song, X Gao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… a sparse channel estimation problem for broadband massive multiple-input-multipleoutput
orthogonal frequency division multiplexing (MIMO… of massive MIMO-OFDM channels in the …

Asymptotic orthogonality analysis of time-domain sparse massive MIMO channels

Z Gao, L Dai, C Yuen, Z Wang - IEEE Communications Letters, 2015 - ieeexplore.ieee.org
channel matrix assumption. Specifically, we first introduce the SCS of massive MIMO channels
… Then, we prove that channel vectors over sparse channels are asymptotically orthogonal, …