A review of sparse recovery algorithms

EC Marques, N Maciel, L Naviner, H Cai, J Yang - IEEE access, 2018 - ieeexplore.ieee.org
Nowadays, a large amount of information has to be transmitted or processed. This implies
high-power processing, large memory density, and increased energy consumption. In …

Comparison of common algorithms for single-pixel imaging via compressed sensing

W Zhao, L Gao, A Zhai, D Wang - Sensors, 2023 - mdpi.com
Single-pixel imaging (SPI) uses a single-pixel detector instead of a detector array with a lot
of pixels in traditional imaging techniques to realize two-dimensional or even multi …

3D channel tracking for UAV-satellite communications in space-air-ground integrated networks

J Yu, X Liu, Y Gao, X Shen - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
The space-air-ground integrated network (SAGIN) aims to provide seamless wide-area
connections, high throughput and strong resilience for 5G and beyond communications …

Exploiting dynamic sparsity for downlink FDD-massive MIMO channel tracking

L Lian, A Liu, VKN Lau - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
Accurate channel tracking with a small pilot overhead is vital for real-time massive multiple-
input and multiple-output (MIMO) communication over a dynamic channel. Recently …

Channel estimation for reconfigurable intelligent surface-assisted mmWave based on Re 'nyi entropy function

Z Albataineh, KF Hayajneh, H Shakhatreh… - Scientific reports, 2022 - nature.com
This study focuses on channel estimation for reconfigurable intelligent surface (RIS)-
assisted mmWave systems, in which the RIS is used to facilitate base-to-user data transfer …

Robust massive MIMO channel estimation for 5G networks using compressive sensing technique

Z Albataineh, K Hayajneh, HB Salameh, C Dang… - … -International Journal of …, 2020 - Elsevier
The pilot overhead provides fundamental limits on the performance of massive multiple-
input multiple-output (MIMO) systems. This is because the performance of such systems is …

Robust Multi-user Channel Tracking Scheme for 5G New Radio

Y Wan, G Liu, A Liu, MJ Zhao - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Recently, massive multiple input multiple output (MIMO) channel tracking in the fifth
generation (5G) new radio (NR) systems has attracted intensive interest. By exploiting the …

Fast fading channel estimation by Kalman filtering and CIR support tracking

Z Jellali, LN Atallah - IEEE Transactions on Broadcasting, 2017 - ieeexplore.ieee.org
Structured estimation of channel impulse response (CIR) is considered in orthogonal
frequency division multiplexing (OFDM) systems for which the channel exhibits a sparse …

A noniterative online Bayesian algorithm for the recovery of temporally correlated sparse vectors

G Joseph, CR Murthy - IEEE Transactions on Signal Processing, 2017 - ieeexplore.ieee.org
In this paper, we address the problem of online (sequential) recovery of temporally
correlated sparse vectors sharing a common support, from noisy underdetermined linear …

3D on and off-grid dynamic channel tracking for multiple UAVs and satellite communications

J Yu, X Liu, Y Gao, X Shen - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
The space-air-ground integrated network (SAGIN) has drawn increasing attention for its
benefits, such as wide coverage, high throughput for 5G and 6G communications. As one of …