Deep learning based beam training for extremely large-scale massive MIMO in near-field domain
Extremely large-scale massive multiple-input-multiple-output (XL-MIMO) is regarded as a
promising technology for next-generation communication systems. In order to enhance the …
promising technology for next-generation communication systems. In order to enhance the …
Deep learning assisted calibrated beam training for millimeter-wave communication systems
Huge overhead of beam training imposes a significant challenge in millimeter-wave
(mmWave) wireless communications. To address this issue, in this paper, we propose a …
(mmWave) wireless communications. To address this issue, in this paper, we propose a …
Hybrid beamforming with relay and dual-base stations blockage mitigation in millimetre-wave 5G communication applied in (VIOT)
BN Alsunbuli, HF Fakhruldeen, W Ismail… - Computers and …, 2022 - Elsevier
Wireless millimetre-wave communication has been adopted in fifth-generation
telecommunication due to its larger bandwidth, low interference, and higher resolutions …
telecommunication due to its larger bandwidth, low interference, and higher resolutions …
Prediction of mmWave/THz link blockages through meta-learning and recurrent neural networks
Wireless applications that rely on links that offer high reliability depend critically on the
capability of the system to predict link quality within a given time interval. This dependence is …
capability of the system to predict link quality within a given time interval. This dependence is …
Blockage effects of road bridge on mmwave channels for intelligent autonomous vehicles
Vehicular communication and sensing technologies are key to enabling 6G Intelligent
Autonomous Transportation Systems (IATS). With the introduction of massive sensors and …
Autonomous Transportation Systems (IATS). With the introduction of massive sensors and …
Learning and adaptation for millimeter-wave beam tracking and training: A dual timescale variational framework
M Hussain, N Michelusi - IEEE Journal on Selected Areas in …, 2021 - ieeexplore.ieee.org
Millimeter-wave vehicular networks incur enormous beam-training overhead to enable
narrow-beam communications. This paper proposes a learning and adaptation framework in …
narrow-beam communications. This paper proposes a learning and adaptation framework in …
Environment-aware link quality prediction for millimeter-wave wireless lans
Millimeter-wave (mmWave) communications have been regarded as one of the most
promising solutions to deliver ultra-high data rates in wireless local-area networks. A …
promising solutions to deliver ultra-high data rates in wireless local-area networks. A …
Learning-based predictive transmitter-receiver beam alignment in millimeter wave fixed wireless access links
J Zhang, C Masouros - IEEE Transactions on Signal Processing, 2021 - ieeexplore.ieee.org
Millimeter wave (mmwave) fixed wireless access is a key enabler of 5G and beyond small
cell network deployment, exploiting the abundant mmwave spectrum to provide Gbps …
cell network deployment, exploiting the abundant mmwave spectrum to provide Gbps …
Fast position-aided MIMO beam training via noisy tensor completion
In this paper, a data-driven position-aided approach is proposed to reduce the training
overhead in MIMO systems by leveraging side information and on-the-field measurements …
overhead in MIMO systems by leveraging side information and on-the-field measurements …
Optimal antenna locations for coverage extension in sub-terahertz vehicle-to-vehicle communications
D Moltchanov, VA Beschastnyi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Sub-terahertz (sub-THz, 100–300 GHz) communications promise to bring extraordinary
rates in future 6G systems. High path loss and blockage effects will limit the coverage of …
rates in future 6G systems. High path loss and blockage effects will limit the coverage of …