Channel estimation in IRS-enhanced mmWave system with super-resolution network

Y Wang, H Lu, H Sun - IEEE Communications Letters, 2021 - ieeexplore.ieee.org
To solve the blockage effect in millimeter wave (mmWave) communication, intelligent
reflecting surface (IRS) is introduced to create additional links and enhance the system …

6G: Connecting everything by 1000 times price reduction

S Zhang, C Xiang, S Xu - IEEE Open Journal of Vehicular …, 2020 - ieeexplore.ieee.org
The commercial deployment of 5G communication networks makes the industry and
academia to seriously consider the possible solutions for the next generation. Although the …

A unified channel estimation framework for stationary and non-stationary fading environments

Q Shi, Y Liu, S Zhang, S Xu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Channel estimation is crucial to modern wireless systems and becomes more and more
challenging with the growth of user throughput in sub-6 GHz multiple input multiple output …

Improved 3D image segmentation for X-ray tomographic data of biaxial warp-knitted composites

K Zheng, C Wu, H Chen, X Zhang… - Journal of …, 2023 - journals.sagepub.com
Identifying different features and phases within the biaxial warp-knitted composites enables
accurate characterization of the internal changes of the composites under complex loading …

A Novel Dual-Driven Channel Estimation Scheme for Spatially Non-Stationary Fading Environments

J Jiang, L Lian, T Yu, Q Shi, S Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Channel estimation is crucial to modern wireless systems and becomes increasingly
challenging when the ultra-sized antenna is configured in sub-6GHz wireless …

A semi-passive RIS channel estimation method based on super-resolution network

F Zheng, H Liu, L Chi - 2022 IEEE 8th International Conference …, 2022 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has become a novel enabling technology of 6G. It is
widely used in coverage enhancement, signal regulation and other communication …

[PDF][PDF] 人工智能辅助的信道估计最新研究进展

李坤, 张静, 李潇, 金石 - 电信科学, 2020 - infocomm-journal.com
作为第六代移动通信发展的主流方向, 智能通信正在蓬勃发展中, 且初步展示了其与传统通信
方法相比的优势. 人工智能辅助的信道估计作为智能通信的重要组成, 在已有的研究成果中展示 …

Deep learning-based massive MIMO CSI acquisition for 5G evolution and 6G

X Wang, X Hou, L Chen, Y Kishiyama… - IEICE Transactions on …, 2022 - search.ieice.org
Channel state information (CSI) acquisition at the transmitter side is a major challenge in
massive MIMO systems for enabling high-efficiency transmissions. To address this issue …

LSRN: A recurrent residual learning framework for continuous wireless channel estimation using super-resolution concept

S Zhang, Y Liu, Q Shi, S Xu, S Cao - IEEE Access, 2020 - ieeexplore.ieee.org
As only a few parts of wireless resources can be utilized for pilot transmission, channel
estimation, especially the interpolation process, has often been recognized as a challenging …

[PDF][PDF] 移动场景下的智能信道预测方法.

何世文, 黄凤青, 安振宇, 王良鹏… - Journal of Signal …, 2022 - signal.ejournal.org.cn
针对无线通信信道估计老化问题, 本文提出了一种基于卷积神经网络的信道预测方法,
该方法通过联合轨迹预测和信道重构实现. 首先, 采用卷积神经网络学习从规划路线和移动终端 …