面向未来移动网络密集连接的关键技术综述
钱志鸿， 肖琳， 王雪 - 通信学报, 2021 - infocomm-journal.com
在总结密集连接相关研究的基础上, 阐述了未来移动通信网络中密集终端接入的关键技术,
分析了网络架构及相关技术, 密集连接的传输技术和接入技术等几个重点方向的研究进展 …
分析了网络架构及相关技术, 密集连接的传输技术和接入技术等几个重点方向的研究进展 …
[HTML][HTML] Towards artificial intelligence-aided mimo detection for 6g communication systems: a review of current trends, challenges and future directions
In recent times, artificial intelligence (AI) has gained considerable attention as a highly
promising technology for enhancing the performance of multiple-input multiple-output …
promising technology for enhancing the performance of multiple-input multiple-output …
MDL-AltMin: A hybrid precoding scheme for mmWave systems with deep learning and alternate optimization
J Luo, J Fan, J Zhang - IEEE Wireless Communications Letters, 2022 - ieeexplore.ieee.org
The hybrid precoding structure composed of analog and digital precoders has received
increasing attention in mmWave massive multiple-input multiple-output (MIMO) systems …
increasing attention in mmWave massive multiple-input multiple-output (MIMO) systems …
Deep-unfolding neural-network aided hybrid beamforming based on symbol-error probability minimization
In massive multiple-input multiple-output (MIMO) systems, hybrid analog-digital (AD)
beamforming can be used to attain a high directional gain without requiring a dedicated …
beamforming can be used to attain a high directional gain without requiring a dedicated …
Multi-Task Communication Resource Allocation for MIMO-based Vehicular Fog Computing
C Zhu, X Xie, R Zhang, R Li, B Zhu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we study the multi-task allocation design for vehicular fog computing (VFC)
systems, where multiple vehicles offload multiple tasks simultaneously to enhance …
systems, where multiple vehicles offload multiple tasks simultaneously to enhance …
人工智能在5G 系统中的应用综述
章坚武， 王路鑫， 孙玲芬， 章谦骅， 单杭冠 - 电信科学, 2021 - infocomm-journal.com
随着5G 的不断发展, 万物互联时代即将来临. 海量设备连接, 海量业务请求, 超高网络负载,
复杂动态的网络环境等对5G 系统优化提出了巨大的挑战. 面对这些技术难点, 人工智能(AI) …
复杂动态的网络环境等对5G 系统优化提出了巨大的挑战. 面对这些技术难点, 人工智能(AI) …
DL-PC algorithm for partially-connected hybrid precoding in massive MIMO systems
R Du, T Li, L Li, X Lou, Z Duan, F Liu - Physical Communication, 2023 - Elsevier
In hybrid precoding, a partially-connected (PC) architecture has aroused significant attention
for its low hardware complexity. Unfortunately, the hybrid precoding with the PC architecture …
for its low hardware complexity. Unfortunately, the hybrid precoding with the PC architecture …
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 …
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 …
An survey on application of artificial intelligence in 5G system.
Z Jianwu, W Luxin, SUN Lingfen… - …, 2021 - search.ebscohost.com
With the continuous development of 5G, the era of the internet of everything is coming.
Problems such as massive device connections, massive application requests, ultra-high …
Problems such as massive device connections, massive application requests, ultra-high …
Effective hybrid precoder logic with mm wave massive MIMO using novel deep learning scheme
S Ranjith, PJ Jayarin, AC Sekar - 2023 Eighth International …, 2023 - ieeexplore.ieee.org
For establishing a high efficient signal communications, a Millimeter-Wave-Massive-MIMO
(mmWave-MMIMO) logics are helpful and more speculated. Although current hybrid …
(mmWave-MMIMO) logics are helpful and more speculated. Although current hybrid …