Extreme ultra-reliable and low-latency communication
J Park, S Samarakoon, H Shiri, MK Abdel-Aziz… - Nature …, 2022 - nature.com
Ultra-reliable and low-latency communication (URLLC) is central to fifth-generation (5G)
communication systems, but the fundamentals of URLLC remain elusive. New immersive …
communication systems, but the fundamentals of URLLC remain elusive. New immersive …
A review of deep learning in 5G research: Channel coding, massive MIMO, multiple access, resource allocation, and network security
A Ly, YD Yao - IEEE Open Journal of the Communications …, 2021 - ieeexplore.ieee.org
The current development of 5G technology is flourishing with widespread deployment
across the world at a rapid pace. However, there is still a demand concerning 5G research …
across the world at a rapid pace. However, there is still a demand concerning 5G research …
Sionna: An open-source library for next-generation physical layer research
Sionna is a GPU-accelerated open-source library for link-level simulations based on
TensorFlow. It enables the rapid prototyping of complex communication system architectures …
TensorFlow. It enables the rapid prototyping of complex communication system architectures …
A survey of machine learning applications to handover management in 5G and beyond
Handover (HO) is one of the key aspects of next-generation (NG) cellular communication
networks that need to be properly managed since it poses multiple threats to quality-of …
networks that need to be properly managed since it poses multiple threats to quality-of …
Peer-to-peer federated continual learning for naturalistic driving action recognition
Naturalistic driving action recognition (NDAR) has proven to be an effective method for
detecting driver distraction and reducing the risk of traffic accidents. However, the intrusive …
detecting driver distraction and reducing the risk of traffic accidents. However, the intrusive …
Vision-aided positioning and beam focusing for 6G terahertz communications
To meet the ever-increasing data rate demand expected in 6G networks, terahertz (THz)
ultra-massive (UM) multiple-input multiple-output (MIMO) systems have gained much …
ultra-massive (UM) multiple-input multiple-output (MIMO) systems have gained much …
Computer vision-aided mmWave UAV communication systems
Unmanned aerial vehicle (UAV) communication systems usually operate in harsh scenarios,
which require accurate information about the topology and wireless channel to achieve the …
which require accurate information about the topology and wireless channel to achieve the …
[HTML][HTML] A comprehensive survey on machine learning methods for handover optimization in 5G networks
One of the key features of mobile networks in this age of mobile communication is seamless
communication. Handover (HO) is a critical component of next-generation (NG) cellular …
communication. Handover (HO) is a critical component of next-generation (NG) cellular …
BEST-RIM: a mmWave beam steering approach based on computer vision-enhanced reconfigurable intelligent metasurfaces
V Loscri, C Rizza, A Benslimane… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this work, we consider Reconfigurable Intelligent Meta-surfaces (RIMs) to provide effective
beam steering functionality, while enhancing the coverage of the fifth generation (5G) users …
beam steering functionality, while enhancing the coverage of the fifth generation (5G) users …
Joint sensing and communications for deep reinforcement learning-based beam management in 6g
Y Yao, H Zhou, M Erol-Kantarci - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
User location is a piece of critical information for network management and control.
However, location uncertainty is unavoidable in certain settings leading to localization …
However, location uncertainty is unavoidable in certain settings leading to localization …