Terahertz meets AI: the state of the art
Terahertz (THz) is a promising technology for future wireless communication networks,
particularly for 6G and beyond. The ultra-wide THz band, ranging from 0.1 to 10 THz, can …
particularly for 6G and beyond. The ultra-wide THz band, ranging from 0.1 to 10 THz, can …
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
This study addresses the problem of accurately predicting azimuth and elevation angles of
signals im**ing on an antenna array employing Machine Learning (ML). Using the …
signals im**ing 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 …
Machine-learning-aided method for optimizing beam selection and update period in 5G networks and beyond
L Marenco, LE Hupalo, NF Andrade… - Scientific Reports, 2024 - nature.com
Finding the optimal beam pair and update time in 5G systems operating at mmWave
frequencies is time-intensive and resource-demanding. This intricate procedure calls for the …
frequencies is time-intensive and resource-demanding. This intricate procedure calls for the …
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 …
Optimized beamforming vector and antenna selection using autoencoder with Bayesian RNN and hybrid heuristic algorithm for MIMO systems
S Thirupathi, KK Ranganathan - International Journal of …, 2025 - Wiley Online Library
Wireless communication systems depend on channel state information (CSI). However, the
CSI collection is a significant barrier to achieving high performance. Present wireless …
CSI collection is a significant barrier to achieving high performance. Present wireless …