Deep reinforcement learning coordinated receiver beamforming for millimeter-wave train-ground communications
As more and more people choose high-speed rail (HSR) as a means of transportation for
short trips, there is ever growing demand of high quality of multimedia services. With its rich …
short trips, there is ever growing demand of high quality of multimedia services. With its rich …
Intelligent beam management based on deep reinforcement learning in high-speed railway scenarios
Millimeter-wave (mm-wave) communications can fundamentally solve the problem of
spectrum shortage in wireless communication systems, and many progresses have been …
spectrum shortage in wireless communication systems, and many progresses have been …
DRL based beam management for joint sensing and communications in HSR mmWave wireless networks
The abundant available spectrum resources have made millimeter wave (mmWave)
communications the key feature of the fifth generation (5G) mobile communications, allowing …
communications the key feature of the fifth generation (5G) mobile communications, allowing …
An mmWave-based adaptive multi-beamforming scheme for high speed railway communications
H Yin, R Jiang, Y Xu - 2018 10th International Conference on …, 2018 - ieeexplore.ieee.org
Focusing on the increasingly growing demands for tremendous data rate and reliable
mobile services in the high speed railway (HSR) communication systems, it is essential to …
mobile services in the high speed railway (HSR) communication systems, it is essential to …
Adaptive non-uniform hybrid beamforming for Mmwave train-to-ground communications in high-speed railway scenarios
Higher frequency bands, especially millimeter wave (mmWave), are a key enabler for future
high-speed railway (HSR) wireless communication systems. Hybrid analog and digital …
high-speed railway (HSR) wireless communication systems. Hybrid analog and digital …
Dynamic mmWave beam tracking for high speed railway communications
With the worldwide deployment of the railway, high-speed railway (HSR) tends to evolve into
an intelligent transportation system with efficient and green transportation characteristics. To …
an intelligent transportation system with efficient and green transportation characteristics. To …
Optimal nonuniform steady mmWave beamforming for high-speed railway
Using higher frequency bands (eg, millimeter waves) to provide higher data rate is an
effective way to eliminate performance bottleneck for future wireless networks, particularly …
effective way to eliminate performance bottleneck for future wireless networks, particularly …
Efficient hybrid beamforming with anti-blockage design for high-speed railway communications
Future railway is expected to accommodate both train operation services and passenger
broadband services. The millimeter wave (mmWave) communication is a promising …
broadband services. The millimeter wave (mmWave) communication is a promising …
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 …
Dealing with limited backhaul capacity in millimeter-wave systems: A deep reinforcement learning approach
Millimeter-wave (mmWave) communication is a key technology of fifth generation wireless
systems to achieve the expected 1000x data rate. With large bandwidth at the mmWave …
systems to achieve the expected 1000x data rate. With large bandwidth at the mmWave …