Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …
position in providing Internet access thanks to their freedom of deployment and configuration …
Beam management in millimeter-wave communications for 5G and beyond
YNR Li, B Gao, X Zhang, K Huang - IEEE Access, 2020 - ieeexplore.ieee.org
Massive MIMO is one of the promising techniques to improve spectral efficiency and network
performance for reaching its targeted multi-gigabit throughput in 5G systems. For 5G New …
performance for reaching its targeted multi-gigabit throughput in 5G systems. For 5G New …
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 …
Design and implementation for deep learning based adjustable beamforming training for millimeter wave communication systems
Millimeter wave (mmWave) provides extremely high throughput owing to their high
bandwidth utilization over higher frequencies. To compensate for the severe loss and …
bandwidth utilization over higher frequencies. To compensate for the severe loss and …
Protocol solutions for IEEE 802.11 bd by enhancing IEEE 802.11 ad to address common technical challenges associated with mmWave-based V2X
RI Abd, KS Kim - IEEE Access, 2022 - ieeexplore.ieee.org
A multi-gigabit (WiGig) system is designed based on IEEE 802.11 ad standards by exploiting
millimeter-wave (mmWave) bands to achieve extremely high data rates. Recently, IEEE …
millimeter-wave (mmWave) bands to achieve extremely high data rates. Recently, IEEE …
3D on-demand flying mobile communication for millimeter-wave heterogeneous networks
Millimeter wave (mmWave) technology achieving multi-gigabits speed plays a significant
role in beyond 5G and the next 6G wireless communication networks thanks to its huge …
role in beyond 5G and the next 6G wireless communication networks thanks to its huge …
Millimeter wave communications on overhead messenger wire: Deep reinforcement learning-based predictive beam tracking
Y Koda, M Shinzaki, K Yamamoto… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This paper discusses the feasibility of beam tracking against dynamics in millimeter wave
(mmWave) nodes placed on overhead messenger wires. As specific disturbances in on-wire …
(mmWave) nodes placed on overhead messenger wires. As specific disturbances in on-wire …
Multimodal Fusion Assisted mmWave Beam Training in Dual-Model Networks
J Liu, X Li, T Fan, S Lv, M Shi - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Millimeter wave (mmWave) communication adopts narrow beams to combat severe
propagation loss, resulting in unbearable training duration and overhead. To address this …
propagation loss, resulting in unbearable training duration and overhead. To address this …
Energy Efficient Beamforming Training in Terahertz Communication Systems
Terahertz (THz) enables promising Tbps-level wireless transmission thanks to its prospect of
ultra-huge spectrum utilization and narrow beamforming in the next sixth-generation (6G) …
ultra-huge spectrum utilization and narrow beamforming in the next sixth-generation (6G) …
Automatic Recognition of Beam Attachment for Massive MIMO System in Densely Distributed Renewable Energy Resources
A Alaerjan - Sustainability, 2023 - mdpi.com
Several large-scale and distributed systems such as renewable energy systems (RESs)
require ubiquitous and reliable communication. RESs are designed to provide efficient …
require ubiquitous and reliable communication. RESs are designed to provide efficient …