AI-RAN in 6G Networks State-of-the-Art and Challenges
NA Khan, S Schmid - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
6G is a next-generation cellular communication technology that builds up on existing 5G
networks which are currently rolled out worldwide. Through incorporation of artificial …
networks which are currently rolled out worldwide. Through incorporation of artificial …
Simultaneous estimation of azimuth and elevation angles using a decision tree-based method
AR Carballeira, FAP de Figueiredo, JMC Brito - Sensors, 2023 - mdpi.com
This study addresses the problem of accurately predicting azimuth and elevation angles of
signals impinging on an antenna array employing Machine Learning (ML). Using the …
signals impinging on an antenna array employing Machine Learning (ML). Using the …
Unveiling the 5G Frontier: Navigating Challenges, Applications, and Measurements in Channel Models and Implementations
In the epoch of the fifth generation (5G) of wireless communication, this survey article
illuminates the nuanced landscape of 5G Channel Measurements and Models. It …
illuminates the nuanced landscape of 5G Channel Measurements and Models. It …
Vehicular ad hoc network interference mitigation using digital beamforming approach in roundabout scenarios
A Ornelas-Gutierrez, C Vargas-Rosales… - IEEE …, 2023 - ieeexplore.ieee.org
The Vehicular Ad Hoc Networks paradigm, ie, VANETs, is a promising technology to enable
the Internet of Vehicles for future integration with 5G and 6G infrastructures in smart cities …
the Internet of Vehicles for future integration with 5G and 6G infrastructures in smart cities …
Contextual beamforming: Exploiting location and AI for enhanced wireless telecommunication performance
Beamforming, an integral component of modern mobile networks, enables spatial selectivity
and improves network quality. However, many beamforming techniques are iterative …
and improves network quality. However, many beamforming techniques are iterative …
Secure Initial Access and Beam Alignment using Deep Learning in 5G and Beyond Systems
5G and beyond networks will require fast, energy efficient, and secure initial access. In this
study, a deep learning-based secure initial beam selection method is proposed that ranks …
study, a deep learning-based secure initial beam selection method is proposed that ranks …
Hydra Radio Access Network (H-RAN): Multi-Functional Communications and Sensing Networks, Initial Access Implementation, Task-1 Approach
RI Abd, DJ Findley, KS Kim - IEEE Access, 2024 - ieeexplore.ieee.org
Next-generation sensor and radio access networks (NG-SRANs) namely, Hydra radio
access networks (H-RANs) represent a significant evolution in the telecommunications and …
access networks (H-RANs) represent a significant evolution in the telecommunications and …
Joint MU-mMIMO-OFDM with Hybrid Beamforming System Spectral Efficiency Improvement based NOMA Technique
RK Mohammed, NN Khamiss - Journal of Communications Software …, 2024 - hrcak.srce.hr
Sažetak Due to the increasing number of users and high data rate requirements for
multimedia applications in fifth-generation (5G) and beyond wireless systems, it's necessary …
multimedia applications in fifth-generation (5G) and beyond wireless systems, it's necessary …
Testing Black Boxes: Verification and Validation of AI Models in Wireless Communication Systems
CH Huang, T Yoo, J Montojo, CH Park… - … on Wireless Personal …, 2023 - ieeexplore.ieee.org
Fifth generation (5G) cellular communication system provides a flexible system architecture
that enables wireless communication technology to penetrate different verticals and connect …
that enables wireless communication technology to penetrate different verticals and connect …