[PDF][PDF] Sparsity Adaptive Compressive Sensing Based Two-stage Channel Estimation Algorithm for Massive MIMO-OFDM Systems.

GE Lijun, W Zhichao, Q Lei, WEI Peng - Radioengineering, 2023 - radioeng.cz
MIMO-OFDM systems. This paper proposes a twostage channel estimation algorithm based
on sparsity … The burst-sparsity property of MIMO channels must also be taken into account [17…

Complexity-scalable neural-network-based MIMO detection with learnable weight scaling

A Mohammad, C Masouros… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… In order to further improve the performance of our proposal, we introduce a sparsity-inducing …
A key technology for 5G is massive MIMO systems, where the base stations (BSs) of the …

Sparsity-inspired sphere decoding (SI-SD): A novel blind detection algorithm for uplink grant-free sparse code multiple access

G Chen, J Dai, K Niu, C Dong - IEEE Access, 2017 - ieeexplore.ieee.org
… the sparsity features in the grantfree SCMA transmission, we establish its mathematical model
where the degree of sparsity … In addition, user’s activity demonstrates the burst and sparse

Generalized approximate message passing for massive MIMO mmWave channel estimation with Laplacian prior

F Bellili, F Sohrabi, W Yu - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… By leveraging the inherent sparsity of the mmWave MIMO channel in the angular domain, …
domain) of mmWave massive MIMO channels usually appear in bursts due to the physical …

Accurate channel estimation for mmWave massive MIMO with partially coherent phase offsets

C Wei, H Jiang, J Dang, L Wu… - IEEE Communications …, 2022 - ieeexplore.ieee.org
… However, if mmWave massive MIMO systems employ the traditional fully-digital structure, …
mmWave massive MIMO systems to reduce the number of RF chains [2]. Thanks to the sparsity

Closed-loop sparse channel estimation for wideband millimeter-wave full-dimensional MIMO systems

A Liao, Z Gao, H Wang, S Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… , massive MIMO is usually integrated into mmWave communications to form beams for
directional signal transmission [3], [4]. However, the powerful fully-digital MIMO … of burst training …

Sparse signal processing concepts for efficient 5G system design

G Wunder, H Boche, T Strohmer, P Jung - IEEE Access, 2015 - ieeexplore.ieee.org
… Notably, this implies that even small, say 1kBit data bursts, result in a huge bandwidth … for
the massive MIMO case is the flat fading case. The standard setting for the massive MIMO case …

Joint activity detection and channel estimation for mmW/THz wideband massive access

X Shao, X Chen, C Zhong… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… a problem of recovering a simultaneously sparse-group and low rank … Due to the burst
characteristic of IoT applications, only a … Caire, “Massive MIMO pilot decontamination and channel …

User activity and data detection for MIMO uplink C-RAN using Bayesian learning

A Rajoriya, V Katiyar… - 2020 28th European Signal …, 2021 - ieeexplore.ieee.org
… The proposed algorithm, due to carefully selected prior, captures not only the overlapped
burst sparsity across time but also the block sparsity due to multi-user antennas. We also …

Impulsive noise cancellation for MIMO-OFDM PLC systems: A structured compressed sensing perspective

S Liu, F Yang, W Ding, J Song… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
sparse approximation, the SCS theory has drawn plenty of attention for the high recovery
accuracy in sparse approximation and robustness to large sparsity … occurs in a burst manner in …