… In order to further improve the performance of our proposal, we introduce a sparsity-inducing … A key technology for 5G is massiveMIMO systems, where the base stations (BSs) of the …
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 …
… By leveraging the inherent sparsity of the mmWave MIMO channel in the angular domain, … domain) of mmWave massiveMIMO channels usually appear in bursts due to the physical …
C Wei, H Jiang, J Dang, L Wu… - IEEE Communications …, 2022 - ieeexplore.ieee.org
… However, if mmWave massiveMIMO systems employ the traditional fully-digital structure, … mmWave massiveMIMO systems to reduce the number of RF chains [2]. Thanks to the sparsity …
A Liao, Z Gao, H Wang, S Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… , massiveMIMO is usually integrated into mmWave communications to form beams for directional signal transmission [3], [4]. However, the powerful fully-digital MIMO … of burst training …
… Notably, this implies that even small, say 1kBit data bursts, result in a huge bandwidth … for the massiveMIMO case is the flat fading case. The standard setting for the massiveMIMO case …
… a problem of recovering a simultaneously sparse-group and low rank … Due to the burst characteristic of IoT applications, only a … Caire, “MassiveMIMO pilot decontamination and channel …
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 burstsparsity across time but also the block sparsity due to multi-user antennas. We also …
… sparse approximation, the SCS theory has drawn plenty of attention for the high recovery accuracy in sparse approximation and robustness to largesparsity … occurs in a burst manner in …