Beam alignment and tracking for millimeter wave communications via bandit learning
Millimeter wave (mmwave) communications have attracted increasing attention thanks to the
abundant spectrum resource. The short wave-length of mmwave signals facilitates exploiting …
abundant spectrum resource. The short wave-length of mmwave signals facilitates exploiting …
Leveraging sensing at the infrastructure for mmWave communication
V2X communication in the mmWave band is one way to achieve high data rates for
applications like infotainment, cooperative perception, augmented reality assisted driving …
applications like infotainment, cooperative perception, augmented reality assisted driving …
Deep learning-based channel estimation and tracking for millimeter-wave vehicular communications
S Moon, H Kim, I Hwang - Journal of Communications and …, 2020 - ieeexplore.ieee.org
The application of millimeter-wave (mmWave) frequencies is a potential technology for
satisfying the continuously increasing need for handling data traffic in highly advanced …
satisfying the continuously increasing need for handling data traffic in highly advanced …
Multimodality in mmWave MIMO beam selection using deep learning: Datasets and challenges
The increasing availability of multimodal data holds many promises for developments in
millimeter-wave (mmWave) multiple-antenna systems by harnessing the potential for …
millimeter-wave (mmWave) multiple-antenna systems by harnessing the potential for …
Machine learning based mmWave channel tracking in vehicular scenario
Millimeter wave (mmWave) communication has become a key enabling technology for 5G
and beyond networks because of its large bandwidth and high transmission rate. In a …
and beyond networks because of its large bandwidth and high transmission rate. In a …
MAMBA: A multi-armed bandit framework for beam tracking in millimeter-wave systems
Millimeter-wave (mmW) spectrum is a major candidate to support the high data rates of 5G
systems. However, due to directionality of mmW communication systems, misalignments …
systems. However, due to directionality of mmW communication systems, misalignments …
A fast beam searching scheme in mmWave communications for high-speed trains
High-speed trains are being widely deployed around the world. To meet the high data rate
transmission requirements, millimeter wave high-speed train communication systems with …
transmission requirements, millimeter wave high-speed train communication systems with …
Context-aware beam tracking for 5G mmWave V2I communications
H Ding, KG Shin - IEEE Transactions on Mobile Computing, 2021 - ieeexplore.ieee.org
Vehicles' mobility causes frequent beam misalignments in millimeter wave (mmWave)
vehicle-to-infrastructure (V2I) communications. In 5G systems, beam sweeping is done …
vehicle-to-infrastructure (V2I) communications. In 5G systems, beam sweeping is done …
Spatial and temporal contextual multi-armed bandit handovers in ultra-dense mmWave cellular networks
Although millimeter wave (mmWave) is a promising technology in 5G communication, its
severe path attenuation and susceptibility to line-of-sight (LOS) blockage result in much …
severe path attenuation and susceptibility to line-of-sight (LOS) blockage result in much …
MmWave beam prediction with situational awareness: A machine learning approach
Y Wang, M Narasimha… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
Millimeter-wave communication is a challenge in the highly mobile vehicular context.
Traditional beam training is inadequate in satisfying low overheads and latency. In this …
Traditional beam training is inadequate in satisfying low overheads and latency. In this …