Millimeter-wave communication for internet of vehicles: status, challenges, and perspectives
KZ Ghafoor, L Kong, S Zeadally… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
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 …
Machine-learning-enabled cooperative perception for connected autonomous vehicles: Challenges and opportunities
Connected and autonomous vehicles is a disruptive technology that has the potential to
transform the current transportation system by reducing traffic accidents and enhancing …
transform the current transportation system by reducing traffic accidents and enhancing …
Cooperative vehicular networking: A survey
E Ahmed, H Gharavi - IEEE Transactions on Intelligent …, 2018 - ieeexplore.ieee.org
With the remarkable progress of cooperative communication technology in recent years, its
transformation to vehicular networking is gaining momentum. Such a transformation has …
transformation to vehicular networking is gaining momentum. Such a transformation has …
Vehicular communications: A physical layer perspective
Vehicular communications have attracted more and more attention recently from both
industry and academia due to their strong potential to enhance road safety, improve traffic …
industry and academia due to their strong potential to enhance road safety, improve traffic …
Inverse multipath fingerprinting for millimeter wave V2I beam alignment
Efficient beam alignment is a crucial component in millimeter wave systems with analog
beamforming, especially in fast-changing vehicular settings. This paper proposes to use the …
beamforming, especially in fast-changing vehicular settings. This paper proposes to use the …
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 …
Millimeter-wave V2V communications: Distributed association and beam alignment
Recently, millimeter-wave (mmWave) bands have been postulated as a means to
accommodate the foreseen extreme bandwidth demands in vehicular communications …
accommodate the foreseen extreme bandwidth demands in vehicular communications …
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 …
Flash: Federated learning for automated selection of high-band mmwave sectors
Fast sector-steering in the mmWave band for vehicular mobility scenarios remains an open
challenge. This is because standard-defined exhaustive search over predefined antenna …
challenge. This is because standard-defined exhaustive search over predefined antenna …
Online learning for position-aided millimeter wave beam training
Accurate beam alignment is essential for the beam-based millimeter wave communications.
The conventional beam sweeping solutions often have large overhead, which is …
The conventional beam sweeping solutions often have large overhead, which is …