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 …
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 …
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 …
Multi-Agent Context Learning Strategy for Interference-Aware Beam Allocation in mmWave Vehicular Communications
Millimeter wave (mmWave) has been recognized as one of key technologies for 5G and
beyond networks due to its potential to enhance channel bandwidth and network capacity …
beyond networks due to its potential to enhance channel bandwidth and network capacity …
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 …
Profiling vehicles for improved small cell beam-vehicle pairing using multi-armed bandit
The 5G technology has tapped into millimeter wave (mmWave) spectrum to create additional
bandwidth for improved network capacity. The use of mmWave for specific applications …
bandwidth for improved network capacity. The use of mmWave for specific applications …
Network Capacity Optimization for Cellular‐Assisted Vehicular Systems by Online Learning‐Based mmWave Beam Selection
J Gui, Y Liu, X Deng, B Liu - Wireless Communications and …, 2021 - Wiley Online Library
Directional communication is helpful to improve the performance of millimeter Wave
(mmWave) links. However, the dynamic nature of vehicular scenarios raises the complexity …
(mmWave) links. However, the dynamic nature of vehicular scenarios raises the complexity …
Learning-based beamforming for multi-user vehicular communications: a combinatorial multi-armed bandit approach
There is an urgent need to support high data rate among connected vehicles for both safety
and infotainment purposes. However, high rate for vehicular communications is impacted by …
and infotainment purposes. However, high rate for vehicular communications is impacted by …
Bandit inspired beam searching scheme for mmWave high-speed train communications
High-speed trains (HSTs) are being widely deployed around the world. To meet the high-
rate data transmission requirements on HSTs, millimeter wave (mmWave) HST …
rate data transmission requirements on HSTs, millimeter wave (mmWave) HST …
Optimal beam association for high mobility mmwave vehicular networks: Lightweight parallel reinforcement learning approach
In intelligent transportation systems (ITS), vehicles are expected to feature with advanced
applications and services which demand ultra-high data rates and low-latency …
applications and services which demand ultra-high data rates and low-latency …