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 …

Hydra-RAN Perceptual Networks Architecture: Dual-Functional Communications and Sensing Networks for 6G and Beyond

RI Abd, KS Kim, DJ Findley - IEEE Access, 2023 - ieeexplore.ieee.org
After researchers devoted considerable efforts to developing 5G standards, their passion
began to focus on establishing the basics for the standardization of 6G and beyond. The …

Harmonizing artificial intelligence with radio access networks: Advances, case study, and open issues

Y Sun, M Peng, Y Ren, L Chen, L Yu, S Suo - IEEE Network, 2021 - ieeexplore.ieee.org
Driven by the demands of efficient network operation and high service availability, the
convergence of artificial intelligence (AI) with radio access networks (RANs) has drawn …

Intelligent radio access networks: architectures, key techniques, and experimental platforms

Z Wang, Y Sun, S Yuan - Frontiers of Information Technology & Electronic …, 2022 - Springer
Intelligent radio access networks (RANs) have been seen as a promising paradigm aiming
to better satisfy diverse application demands and support various service scenarios. In this …

Enabling ubiquitous non-orthogonal multiple access and pervasive federated learning via STAR-RIS

W Ni, Y Liu, YC Eldar, Z Yang… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
This paper proposes a new, compatible, unified framework which integrates non-orthogonal
multiple access (NOMA) and over-the-air federated learning (AirFL) via concurrent …

Radio access network techniques beyond 5G network: A brief overview

K Ibrahim, SB Sadkhan - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
The fifth generation (5G) of mobile communication systems promises to give the greatest
possible mobile service with better quality of service (QoS) to everyone, everywhere. In the …

The sky is the edge—Toward mobile coverage from the sky

NN Dao, QV Pham, DT Do… - IEEE Internet Computing, 2021 - ieeexplore.ieee.org
Witnessing the recent rapid 5G commercialization with multiple advantages in terms of high
throughput, low latency, great serviceability, and extreme density, people look forward to …

Federated-learning-driven radio access networks

F Foukalas - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
In this work, we present federated learning (FL) driven radio access mechanisms, which can
be employed at the future radio access networks (RANs) to achieve high accuracy rather …

Artificial-intelligence-driven fog radio access networks: Recent advances and future trends

M Peng, TQS Quek, G Mao, Z Ding… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
The articles in this special section focus on artificial intelligence-driven fog radio access
networks. To satisfy the explosively increasing demands of highspeed data applications and …

13 Optimized Federated Learning in Wireless Networks with Constrained Resources

S Wang, T Tuor, KK Leung - Machine Learning and Wireless …, 2022 - cambridge.org
When compared with existing networks, future wireless networks are expected to provide a
much higher data rate and lower latency to support advanced communication services and …