Compressive sensing based channel estimation for massive MIMO communication systems

A Waseem, A Naveed, S Ali, M Arshad… - Wireless …, 2019 - Wiley Online Library
Massive multiple‐input multiple‐output (MIMO) is believed to be a key technology to get
1000x data rates in wireless communication systems. Massive MIMO occupies a large …

A novel application of pattern search algorithm for efficient estimation of channel state information in MIMO network

W Ali, Y Li, N Ahmed, W Ali, M Kashif - Wireless Personal Communications, 2021 - Springer
A novel intelligent computation mechanism is proposed for the estimation of channel state
information in MIMO architecture. In this computing technique, the global optimizer Pattern …

Sparsity-Based Channel Estimation Exploiting Deep Unrolling for Downlink Massive MIMO

A Chen, W Xu, L Lu, Y Wang - GLOBECOM 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) enjoys great advantage in 5G wireless
communication systems owing to its spectrum and energy efficiency. However, hundreds of …

Channel estimation using variational Bayesian learning for multi‐user mmWave MIMO systems

B Xiao, P Huang, Z Lin, J Zeng, T Lv - IET Communications, 2021 - Wiley Online Library
This paper presents a novel variational Bayesian learning‐based channel estimation
scheme for hybrid pre‐coding‐employed wideband multiuser millimetre wave multiple‐input …

Downlink Massive MIMO Channel Estimation via Deep Unrolling: Sparsity Exploitations in Angular Domain

A Chen, W Xu, L Lu, Y Wang - arXiv preprint arXiv:2210.17212, 2022 - arxiv.org
In frequency division duplex (FDD) massive MIMO systems, reliable downlink channel
estimation is essential for the subsequent data transmission but is realized at the cost of …

Variational Bayesian channel estimation for wideband multiuser mmWave systems

Q Zhang, T Lv, Z Lin - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
In this paper, a frequency-distributed variational Bayesian (F-DVB) channel estimation
algorithm is proposed for wideband multiuser millimeter wave (mmWave) multiple-input …

Imperfect CSI‐based large MIMO systems

A MK, S Seema - IET Communications, 2018 - Wiley Online Library
The authors address the problem of channel estimation and data detection in a large
multiple‐input multiple‐output (MIMO) systems in Rayleigh fading environment. A method of …

Estimation of block sparse channels with conjugate gradient SAMP in massive MIMO systems

P Wang, H Zhang, L Yang - 2019 4th International Conference …, 2019 - ieeexplore.ieee.org
The hyperscale channel matrix of massive multiple input multiple output (MIMO) systems
increases the difficulty of channel estimation. However, the sparsity of channel matrix …

Channel Estimation for IRS-Aided Single-User MIMO Systems Based on Core Tensor

Z Xu, C Li, Y Li - Proceedings of the 2023 Asia Conference on Artificial …, 2023 - dl.acm.org
Intelligent reflective surface (IRS), comprised of numerous low-cost passive components, is
a vital technology for the future sixth-generation wireless system. However, the inability of …

RCSA Protocol with Rayleigh Channel Fading in Massive-MIMO System

UG Basavaiah, MNS Swamy - Recent Advances in Computer …, 2021 - ingentaconnect.com
Introduction: Massive MIMO is a process where cellular BSs comprise a large number of
antennas. In this study, the focus is to develop end-to-end massive-MIMO system under the …