Acquisition of channel state information for mmWave massive MIMO: Traditional and machine learning-based approaches

C Qi, P Dong, W Ma, H Zhang, Z Zhang… - Science China Information …, 2021 - Springer
The accuracy of channel state information (CSI) acquisition directly affects the performance
of millimeter wave (mmWave) communications. In this article, we provide an overview on …

Model-driven deep learning based channel estimation and feedback for millimeter-wave massive hybrid MIMO systems

X Ma, Z Gao, F Gao, M Di Renzo - IEEE Journal on Selected …, 2021 - ieeexplore.ieee.org
This paper proposes a model-driven deep learning (MDDL)-based channel estimation and
feedback scheme for wideband millimeter-wave (mmWave) massive hybrid multiple-input …

Receiver design and time of arrival estimation for opportunistic localization with 5G signals

K Shamaei, ZM Kassas - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
A comprehensive approach for opportunistic navigation with fifth-generation (5G) cellular
signals that exploits the downlink channel is developed. The structure of possible 5G …

UAV communications with millimeter-wave beamforming: Potentials, scenarios, and challenges

Z **ao, L Zhu, XG **a - China Communications, 2020 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) has been widely used in many fields and is arousing global
attention. As the resolution of the equipped sensors in the UAV becomes higher and the …

Data-driven deep learning based hybrid beamforming for aerial massive MIMO-OFDM systems with implicit CSI

Z Gao, M Wu, C Hu, F Gao, G Wen… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In an aerial hybrid massive multiple-input multiple-output (MIMO) and orthogonal frequency
division multiplexing (OFDM) system, how to design a spectral-efficient broadband multi …

Hybrid spherical-and planar-wave modeling and DCNN-powered estimation of terahertz ultra-massive MIMO channels

Y Chen, L Yan, C Han - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
The Terahertz band is envisioned to meet the demanding 100 Gbps data rates for 6G
wireless communications. Aiming at combating the distance limitation problem with low …

Millidegree-level direction-of-arrival estimation and tracking for terahertz ultra-massive MIMO systems

Y Chen, L Yan, C Han, M Tao - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Terahertz (0.1-10 THz) wireless communications are expected to meet 100+ Gbps data rates
for 6G communications. Being able to combat the distance limitation with reduced hardware …

Deep learning-based channel estimation for wideband hybrid mmWave massive MIMO

J Gao, C Zhong, GY Li, JB Soriaga… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Hybrid analog-digital (HAD) architecture is widely adopted in practical millimeter wave
(mmWave) massive multiple-input multiple-output (MIMO) systems to reduce hardware cost …

Cognitive opportunistic navigation in private networks with 5G signals and beyond

M Neinavaie, J Khalife… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
A receiver architecture is proposed to cognitively extract navigation observables from fifth
generation (5G) new radio (NR) signals of opportunity. Unlike conventional opportunistic …

Joint Doppler and azimuth DOA tracking for positioning with Iridium LEO satellites

S Shahcheraghi, FN Gourabi, M Neinavaie… - Proceedings of the 36th …, 2023 - ion.org
A receiver capable of estimating the Doppler and azimuth direction-of-arrival (DOA) of
Iridium NEXT low Earth orbit (LEO) signals of opportunity (SOPs) is presented. The …