Channel estimation techniques for millimeter-wave communication systems: Achievements and challenges

K Hassan, M Masarra, M Zwingelstein… - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
The fifth-generation (5G) of cellular networks and beyond requires massive connectivity,
high data rates, and low latency. Millimeter-wave (mmWave) communications is a key 5G …

Terahertz massive MIMO with holographic reconfigurable intelligent surfaces

Z Wan, Z Gao, F Gao, M Di Renzo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
We propose a holographic version of a reconfigurable intelligent surface (RIS) and
investigate its application to terahertz (THz) massive multiple-input multiple-output systems …

Integrated sensing and communication: Enabling techniques, applications, tools and data sets, standardization, and future directions

J Wang, N Varshney, C Gentile… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The design of integrated sensing and communication (ISAC) systems has drawn recent
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …

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 …

Integrated sensing and communication with mmWave massive MIMO: A compressed sampling perspective

Z Gao, Z Wan, D Zheng, S Tan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) has opened up numerous game-changing
opportunities for realizing future wireless systems. In this paper, we propose an ISAC …

GMD-based hybrid beamforming for large reconfigurable intelligent surface assisted millimeter-wave massive MIMO

K Ying, Z Gao, S Lyu, Y Wu, H Wang, MS Alouini - IEEE Access, 2020 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is considered to be an energy-efficient approach to
reshape the wireless environment for improved throughput. Its passive feature greatly …

Joint channel estimation and data rate maximization for intelligent reflecting surface assisted terahertz MIMO communication systems

X Ma, Z Chen, W Chen, Z Li, Y Chi, C Han, S Li - IEEE Access, 2020 - ieeexplore.ieee.org
Terahertz (THz) communications recently attract significant attention and become an
emerging technology pillar for sixth generation (6G) wireless systems. Due to the serious …

Data-driven deep learning to design pilot and channel estimator for massive MIMO

X Ma, Z Gao - IEEE Transactions on Vehicular Technology, 2020 - ieeexplore.ieee.org
In this paper, we propose a data-driven deep learning (DL) approach to jointly design the
pilot signals and channel estimator for wideband massive multiple-input multiple-output …

SNAP–POP for Massive MIMO Systems

PJ Smith, PA Dmochowski, M Hopper… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) has gained a tremendous amount of attention
as a key enabler of fifth-generation cellular systems. The majority of the vast literature on …

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 …