6G for vehicle-to-everything (V2X) communications: Enabling technologies, challenges, and opportunities
We are on the cusp of a new era of connected autonomous vehicles with unprecedented
user experiences, tremendously improved road safety and air quality, highly diverse …
user experiences, tremendously improved road safety and air quality, highly diverse …
Comprehensive survey on machine learning in vehicular network: Technology, applications and challenges
Towards future intelligent vehicular network, the machine learning as the promising artificial
intelligence tool is widely researched to intelligentize communication and networking …
intelligence tool is widely researched to intelligentize communication and networking …
Future intelligent and secure vehicular network toward 6G: Machine-learning approaches
As a powerful tool, the vehicular network has been built to connect human communication
and transportation around the world for many years to come. However, with the rapid growth …
and transportation around the world for many years to come. However, with the rapid growth …
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 …
A taxonomy of AI techniques for 6G communication networks
With 6G flagship program launched by the University of Oulu, Finland, for full future
adaptation of 6G by 2030, many institutes worldwide have started to explore various issues …
adaptation of 6G by 2030, many institutes worldwide have started to explore various issues …
Millimeter-wave communication for internet of vehicles: status, challenges, and perspectives
The Internet of Vehicles has attracted a lot of attention in the automotive industry and
academia recently. We are witnessing rapid advances in vehicular technologies that …
academia recently. We are witnessing rapid advances in vehicular technologies that …
Radar aided 6G beam prediction: Deep learning algorithms and real-world demonstration
Adjusting the narrow beams at millimeter wave (mmWave) and terahertz (THz) MIMO
communication systems is associated with high beam training overhead, which makes it …
communication systems is associated with high beam training overhead, which makes it …
Beam alignment in mmWave V2X communications: A survey
The digital transformation within the automotive industry is accelerating towards an era
dominated by autonomous vehicles, with vehicle-to-everything (V2X) communications being …
dominated by autonomous vehicles, with vehicle-to-everything (V2X) communications being …
Online learning for position-aided millimeter wave beam training
Accurate beam alignment is essential for the beam-based millimeter wave communications.
The conventional beam swee** solutions often have large overhead, which is …
The conventional beam swee** solutions often have large overhead, which is …
Deep learning-based beam management and interference coordination in dense mmWave networks
Due to severe signal pathloss in millimeter wave (mmWave) band, beamforming enabled
directional transmission is critical to overcome the attenuation challenge in future mmWave …
directional transmission is critical to overcome the attenuation challenge in future mmWave …