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 …
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-Armed Bandit for Link Configuration in Millimeter-Wave Networks: An Approach for Solving Sequential Decision-Making Problems
Establishing and maintaining millimeter-wave (mm-wave) links are challenging due to the
changing environment and the high sensibility of mm-wave signals to user mobility and …
changing environment and the high sensibility of mm-wave signals to user mobility and …
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 …
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 …
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 …
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 …
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 …
Beam Alignment in Multipath Environments for Integrated Sensing and Communication Using Bandit Learning
Prior works have explored multi-armed bandit (MAB) algorithms for the selection of optimal
beams for millimeter-wave (mmW) communications between base station and mobile users …
beams for millimeter-wave (mmW) communications between base station and mobile users …