Machine learning-based hybrid precoding with low-resolution analog phase shifters

Y Zhang, X Dong, Z Zhang - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
In this letter, inspired by the cross-entropy (CE) optimization in machine learning, we
propose a CE-based algorithm for hybrid precoding with low-resolution analog phase …

Tree-coding-aided adaptive-cross-entropy algorithm for hybrid precoding with low-resolution analog phase shifters

Y Zhang, X Dong, F Yin, M Qu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper considers the hybrid precoder design in millimeter wave (mmWave) multi-input
multi-output (MIMO) systems with low-resolution analog phase shifters. Aiming at reducing …

Optimal analog precoder design for hybrid beamforming is possible

J Lv, T Wang, S Wang - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Hybrid beamforming is a cost-effective solution for millimeter wave massive multiple-input-
multiple-output communications, which highly reduces the number of required radio …

A low-complexity iterative algorithm for multiuser millimeter-wave systems

M Mulla, AH Ulusoy, A Rizaner, H Amca - Annals of Telecommunications, 2024 - Springer
In this paper, we design a low-complexity multiuser millimeter-wave massive-multiple-input-
multiple-output system with the help of a hybrid analog/digital precoding architecture. Hybrid …

Attention-based hybrid precoding for mmWave MIMO systems

H Jiang, Y Lu, X Li, B Wang, Y Zhou… - 2021 IEEE Information …, 2021 - ieeexplore.ieee.org
Hybrid precoding design is a high-complexity problem due to the coupling of analog and
digital precoders as well as the constant modulus constraint for the analog precoder …

毫米波MIMO 系统中基于自适应梯度算法的混合预编码

张煜, 张治, 董晓岱 - 通信学报, 2021 - infocomm-journal.com
为了降低毫米波MIMO 系统中现有交替最小混合预编码算法和基于动量梯度下降的在线学习
混合预编码方案的复杂度, 针对单用户通信场景, 重新考虑混合预编码器的设计问题 …

Fuzzy logic based decoder for single-user millimeter wave systems under impulsive noise

M Mulla, A Rizaner, AH Ulusoy - Wireless Personal Communications, 2022 - Springer
The conventional millimeter wave systems are mostly designed to operate only for the
Gaussian noise model. In many physical channels, such as urban and indoor radio …

基于修正牛顿法的大规模MIMO 低复杂度混合预编码算法

胡博, 王安定, 魏贵义 - 电信科学, 2023 - infocomm-journal.com
针对大规模多输入多输出(multiple-input multiple-output, MIMO) 系统, 提出了一种基于修正
牛顿(modified Newton, MN) 法的相位跟踪算法, 有效地解决了传统高性能混合预编码方案中的 …

A single user millimeter wave massive MIMO system using defected ground structure and metasurface antenna arrays

M Mulla, M Sohail, AH Ulusoy… - 2021 29th Signal …, 2021 - ieeexplore.ieee.org
In this study, we designed a single user millimeter wave massive MIMO system using the
defected ground structure and metasurface square patch antenna array in the transmitter …

Power Efficient Wireless Body Area Networks at Millimeter Wave MIMO Frequencies

S Awadallah, M Mulla, H Amca… - 2023 31st Signal …, 2023 - ieeexplore.ieee.org
Power efficiency and spectral efficiency are crucial considerations in the realm of Wireless
Body Area Networks (WBANs). Therefore, the objective of this study is to design a secure …