Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …
position in providing Internet access thanks to their freedom of deployment and configuration …
Artificial Intelligence and Machine Learning as key enablers for V2X communications: A comprehensive survey
M Christopoulou, S Barmpounakis, H Koumaras… - Vehicular …, 2023 - Elsevier
The automotive industry is undergoing a profound digital transformation to create
autonomous vehicles. Vehicle-to-Everything (V2X) communications enable the provisioning …
autonomous vehicles. Vehicle-to-Everything (V2X) communications enable the provisioning …
Wideband beam tracking in THz massive MIMO systems
Terahertz (THz) massive multiple-input multiple-output (MIMO) has been considered as one
of the promising technologies for future 6G wireless communications. It is essential to obtain …
of the promising technologies for future 6G wireless communications. It is essential to obtain …
A comparative measurement study of commercial 5G mmWave deployments
5G-NR is beginning to be widely deployed in the mmWave frequencies in urban areas in the
US and around the world. Due to the directional nature of mmWave signal propagation …
US and around the world. Due to the directional nature of mmWave signal propagation …
Artificial intelligence enabled radio propagation for communications—Part I: Channel characterization and antenna-channel optimization
To provide higher data rates, as well as better coverage, cost efficiency, security,
adaptability, and scalability, the 5G and beyond 5G networks are developed with various …
adaptability, and scalability, the 5G and beyond 5G networks are developed with various …
Computer vision aided mmWave beam alignment in V2X communications
Visual information, captured for example by cameras, can effectively reflect the sizes and
locations of the environmental scattering objects, and thereby can be used to infer …
locations of the environmental scattering objects, and thereby can be used to infer …
Machine learning for millimeter wave and terahertz beam management: A survey and open challenges
Next-generation wireless communication networks will benefit from beamforming gain to
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …
[PDF][PDF] 太赫兹通信技术综述.
谢莎， 李浩然， 李玲香， 陈智… - Journal on …, 2020 - infocomm-journal.com
太赫兹频段(0.1~ 10 THz) 信号在空气中传播衰减大, 传输距离短, 在太赫兹通信技术得到广泛
应用之前, 这些关键问题需要攻克. 首先, 介绍了当前太赫兹信道的研究进展, 包括信道建模 …
应用之前, 这些关键问题需要攻克. 首先, 介绍了当前太赫兹信道的研究进展, 包括信道建模 …
3D scene-based beam selection for mmWave communications
In this letter, we present a novel framework of 3D scene based beam selection for mmWave
communications that relies only on the environmental data and deep learning techniques …
communications that relies only on the environmental data and deep learning techniques …
A deep reinforcement learning framework for spectrum management in dynamic spectrum access
Dynamic spectrum access (DSA) has the great potential to alleviate spectrum shortage and
promote network capacity. However, two fundamental technical issues have to be …
promote network capacity. However, two fundamental technical issues have to be …