Compressed sensing for wireless communications: Useful tips and tricks

JW Choi, B Shim, Y Ding, B Rao… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
As a paradigm to recover the sparse signal from a small set of linear measurements,
compressed sensing (CS) has stimulated a great deal of interest in recent years. In order to …

[HTML][HTML] Overview of compressed sensing: Sensing model, reconstruction algorithm, and its applications

L Li, Y Fang, L Liu, H Peng, J Kurths, Y Yang - Applied Sciences, 2020 - mdpi.com
With the development of intelligent networks such as the Internet of Things, network scales
are becoming increasingly larger, and network environments increasingly complex, which …

Massive access for 5G and beyond

X Chen, DWK Ng, W Yu, EG Larsson… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Massive access, also known as massive connectivity or massive machine-type
communication (mMTC), is one of the main use cases of the fifth-generation (5G) and …

Channel estimation for hybrid architecture-based wideband millimeter wave systems

K Venugopal, A Alkhateeb, NG Prelcic… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
Hybrid analog and digital precoding allows millimeter wave (mmWave) systems to achieve
both array and multiplexing gain. The design of the hybrid precoders and combiners …

Antenna array enabled space/air/ground communications and networking for 6G

Z **ao, Z Han, A Nallanathan, OA Dobre… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Antenna arrays have a long history of more than 100 years and have evolved closely with
the development of electronic and information technologies, playing an indispensable role …

Pruning the pilots: Deep learning-based pilot design and channel estimation for MIMO-OFDM systems

MB Mashhadi, D Gündüz - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
With the large number of antennas and subcarriers the overhead due to pilot transmission
for channel estimation can be prohibitive in wideband massive multiple-input multiple-output …

Compressive sensing techniques for next-generation wireless communications

Z Gao, L Dai, S Han, I Chih-Lin… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
A range of efficient wireless processes and enabling techniques are put under a magnifier
glass in the quest for exploring different manifestations of correlated processes, where sub …

Hybrid knowledge-data driven channel semantic acquisition and beamforming for cell-free massive MIMO

Z Gao, S Liu, Y Su, Z Li, D Zheng - IEEE journal of selected …, 2023 - ieeexplore.ieee.org
This article focuses on advancing outdoor wireless systems to better support ubiquitous
extended reality (XR) applications, and close the gap with current indoor wireless …

FDD massive MIMO channel estimation with arbitrary 2D-array geometry

J Dai, A Liu, VKN Lau - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
This paper addresses the problem of downlink channel estimation in frequency-division
duplexing massive multiple-input multiple-output systems. The existing methods usually …

Near-field channel estimation for extremely large-scale reconfigurable intelligent surface (XL-RIS)-aided wideband mmWave systems

S Yang, C **e, W Lyu, B Ning… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Near-field communications present new opportunities over near-field channels, however,
the spherical wavefront propagation makes near-field signal processing challenging. In this …