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 …
Decentralized federated learning for extended sensing in 6G connected vehicles
Research on smart connected vehicles has recently targeted the integration of vehicle-to-
everything (V2X) networks with Machine Learning (ML) tools and distributed decision …
everything (V2X) networks with Machine Learning (ML) tools and distributed decision …
LIDAR data for deep learning-based mmWave beam-selection
A Klautau, N González-Prelcic… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
Millimeter wave (mmWave) communication systems can leverage information from sensors
to reduce the overhead associated with link configuration. Light detection and ranging …
to reduce the overhead associated with link configuration. Light detection and ranging …
An online context-aware machine learning algorithm for 5G mmWave vehicular communications
Millimeter-Wave (mmWave) bands have become the de-facto candidate for 5G vehicle-to-
everything (V2X) since future vehicular systems demand Gbps links to acquire the …
everything (V2X) since future vehicular systems demand Gbps links to acquire the …
Modeling and design of millimeter-wave networks for highway vehicular communication
Connected and autonomous vehicles will play a pivotal role in future intelligent
transportation systems and smart cities, in general. High-speed and low-latency wireless …
transportation systems and smart cities, in general. High-speed and low-latency wireless …
Federated mmWave beam selection utilizing LIDAR data
Efficient link configuration in millimeter wave (mmWave) communication systems is a crucial
yet challenging task due to the overhead imposed by beam selection. For vehicle-to …
yet challenging task due to the overhead imposed by beam selection. For vehicle-to …
FML: Fast machine learning for 5G mmWave vehicular communications
Millimeter-Wave (mmWave) bands have become the de-facto candidate for 5G vehicle-to-
everything (V2X) since future vehicular systems demand Gbps links to acquire the …
everything (V2X) since future vehicular systems demand Gbps links to acquire the …
Position and LIDAR-aided mmWave beam selection using deep learning
M Dias, A Klautau, N González-Prelcic… - 2019 IEEE 20th …, 2019 - ieeexplore.ieee.org
Modern communication systems may benefit from the availability of sensor data leveraged
by sophisticated machine learning algorithms. We recently described how LIDAR (light …
by sophisticated machine learning algorithms. We recently described how LIDAR (light …
Position-specific statistics of 60 GHz vehicular channels during overtaking
The time-variant vehicle-to-vehicle radio propagation channel in the frequency band from
59.75 to 60.25 GHz has been measured in an urban street in the city center of Vienna …
59.75 to 60.25 GHz has been measured in an urban street in the city center of Vienna …
Fastening the initial access in 5G NR sidelink for 6G V2X networks
The ever-increasing demand for intelligent, automated, and connected mobility solutions
pushes for the development of innovative vehicular communications technology in the …
pushes for the development of innovative vehicular communications technology in the …