Deep reinforcement learning for RIS-aided multiuser full-duplex secure communications with hardware impairments

Z Peng, Z Zhang, L Kong, C Pan, L Li… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
In this article, we investigate a reconfigurable intelligent surface (RIS)-aided multiuser full-
duplex secure communication system with hardware impairments at transceivers and RIS …

A lightweight decentralized-learning-based automatic modulation classification method for resource-constrained edge devices

B Dong, Y Liu, G Gui, X Fu, H Dong… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Due to the computing capability and memory limitations, it is difficult to apply the traditional
deep learning (DL) models to the edge devices (EDs) for realizing lightweight automatic …

Towards Ultra-Power-Efficient, Tbps Wireless Systems via Analogue Processing: Existing Approaches, Challenges and Way Forward

MM Kiasaraei, K Nikitopoulos… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Exploiting ultra-wide bandwidths is a promising approach to achieve the terabits per second
(Tbps) data rates required to unlock emerging mobile applications like mobile extended …

Hybrid channel estimation for UPA-assisted millimeter-wave massive MIMO IoT systems

X Wu, X Yang, S Ma, B Zhou… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In this article, we present a hybrid channel estimation algorithm for uniform planar array
(UPA)-assisted millimeter-wave (mmWave) massive multiple-input–multiple-output (MIMO) …

混合智能反射表面结构辅助的毫米波通信信道估计

傅友华, 陈栋 - 通信学报, 2021 - infocomm-journal.com
为应对毫米波通信加入智能反射表面(IRS) 进行辅助通信导致系统变复杂难以获得信道状态信息
(CSI) 这一挑战, 采用了混合智能反射表面结构, 即IRS 由大量无源元件和有限的射频(RF) …

Hardening the channels by precoder design in massive MIMO with multiple-antenna users

JAC Sutton, HQ Ngo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, we investigate the potential of a novel precoder for a massive multiple-input
multiple-output (MIMO) system with multiple-antenna users under the influence of both …

[HTML][HTML] Single-port measurement scheme: An alternative approach to system calibration for 5G massive MIMO base station conformance testing

H Gao, K Olesen, Y Ji, F Zhang, W Wang, Y Liu, Q Zhu… - Measurement, 2023 - Elsevier
To calibrate the test system of fifth-generation (5G) massive multiple-input multiple-output
(MIMO) base station (BS), this paper proposes a promising single-port measurement …

High Order QAM Modulation in Massive MIMO Systems With Asymmetrically Quantized 1-Bit ADCs

B Sun, X Tang, Y Zhou, Z Pan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deploying 1-bit analog-to-digital converters (ADCs) in massive multiple-input multiple-output
(MIMO) systems is promising to reduce the energy consumption. However, serious …

[PDF][PDF] An optimal algorithm for mmWave 5G wireless networks based on neural network

L Chen, SM Sefat, KI Kim - Heliyon, 2023 - cell.com
Fifth generation (5G) wireless networks are based on the use of spectrum blocks above 6
GHz in the millimeter wave (mmWave) range to increase throughput and reduce the overall …

Performance Analysis of 1-Bit Quantization with Oversampling for Higher-Order Constellations

C Forsch, P Zillmann, O Alrabadi… - 2022 IEEE Latin …, 2022 - ieeexplore.ieee.org
In this work, we consider a real additive white Gaussian noise (AWGN) channel with 1-bit
quantization and oversampling at the receiver side for transmission with higher-order …