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 …
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 …
Smart vehicular communication via 5G mmWaves
Millimeter-Wave (mmWave) communication is conceived as a viable approach for 5G
vehicular communication systems, where vehicles are equipped with more sensors that …
vehicular communication systems, where vehicles are equipped with more sensors that …
Context-and-social-aware online beam selection for mmwave vehicular communications
Millimeter-wave (mmWave) bands are expected to be an important choice for future
vehicular communication to support Gbps links for reliable data transfer in high-rate …
vehicular communication to support Gbps links for reliable data transfer in high-rate …
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 …
Mmwave vehicular beam training with situational awareness by machine learning
Configuring beams in millimeter-wave (mmWave) vehicular communication is a challenging
task. Large antenna arrays and narrow beams are deployed at transceivers to exploit …
task. Large antenna arrays and narrow beams are deployed at transceivers to exploit …
Transfer reinforcement learning for 5G new radio mmWave networks
M Elsayed, M Erol-Kantarci… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we aim at interference mitigation in 5G millimeter-Wave (mm-Wave)
communications by employing beamforming and Non-Orthogonal Multiple Access (NOMA) …
communications by employing beamforming and Non-Orthogonal Multiple Access (NOMA) …
[HTML][HTML] Wi-Fi assisted contextual multi-armed bandit for neighbor discovery and selection in millimeter wave device to device communications
The unique features of millimeter waves (mmWaves) motivate its leveraging to future,
beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) …
beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) …
Efficient beam alignment in millimeter wave systems using contextual bandits
In this paper, we investigate the problem of beam alignment in millimeter wave (mmWave)
systems, and design an optimal algorithm to reduce the overhead. Specifically, due to …
systems, and design an optimal algorithm to reduce the overhead. Specifically, due to …
An in-depth study of uplink performance of 5G mmWave networks
The highly anticipated 5G mmWave technology promises to enable many uplink-oriented,
latency-critical applications (LCAs) such as Augmented Reality and Connected Autonomous …
latency-critical applications (LCAs) such as Augmented Reality and Connected Autonomous …