5MART: A 5G SMART scheduling framework for optimizing QoS through reinforcement learning
The massive growth in mobile data traffic and the heterogeneity and stringency of Quality of
Service (QoS) requirements of various applications have put significant pressure on the …
Service (QoS) requirements of various applications have put significant pressure on the …
GPF: A GPU-based Design to Achieve~ 100 μs Scheduling for 5G NR
5G New Radio (NR) is designed to operate under a broad range of frequency bands and
support new applications with ultra-low latency. To support its diverse operating conditions …
support new applications with ultra-low latency. To support its diverse operating conditions …
SymbioCity: Smart cities for smarter networks
Abstract The “Smart City” concept revolves around the idea of embodying cutting‐edge
information and communication technology solutions in the very fabric of future cities to offer …
information and communication technology solutions in the very fabric of future cities to offer …
Evaluation and projection of 4G and 5G RAN energy footprints: The case of Belgium for 2020–2025
Energy consumption of mobile cellular communications is mainly due to base stations (BSs)
that constitute radio access networks (RANs). 5G technologies are expected to improve the …
that constitute radio access networks (RANs). 5G technologies are expected to improve the …
Personalized resource allocation in wireless networks: an ai-enabled and big data-driven multi-objective optimization
The design and optimization of wireless networks have mostly been based on strong
mathematical and theoretical modeling. Nonetheless, as novel applications emerge in the …
mathematical and theoretical modeling. Nonetheless, as novel applications emerge in the …
[PDF][PDF] Exponential mlwdf (exp-mlwdf) downlink scheduling algorithm evaluated in lte for high mobility and dense area scenario
I Angri, M Mahfoudi, A Najid… - International Journal of …, 2018 - researchgate.net
Nowadays, with the advent of smartphones, most of people started to make voice and video
conference calls continuously even in a high mobility scenario, the bandwidth requirements …
conference calls continuously even in a high mobility scenario, the bandwidth requirements …
[HTML][HTML] Load balancing and control with interference mitigation in 5G heterogeneous networks
Biased user association is a promising load balancing approach in 5G heterogeneous
networks due to its effectiveness in offloading users from macro base stations (BSs) to small …
networks due to its effectiveness in offloading users from macro base stations (BSs) to small …
Efficient resource allocation with provisioning constrained rate variability in cellular networks
F Mehmeti, TF La Porta… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
While LTE networks are known to provide relatively high data rates, reaching values as high
as tens of Mbps, these rates exhibit considerable variability over time. The rate variability …
as tens of Mbps, these rates exhibit considerable variability over time. The rate variability …
An adaptive network slicing for LTE radio access networks
PHA Rezende, ERM Madeira - 2018 Wireless Days (WD), 2018 - ieeexplore.ieee.org
5G mobile systems are envisioned to satisfy the service requirements from a diversity of
vertical industries. Network Slicing, which is a promising technology to be integrated into 5G …
vertical industries. Network Slicing, which is a promising technology to be integrated into 5G …
GPF+: A novel ultrafast GPU-based proportional fair scheduler for 5G NR
5G NR is designed to operate over a broad range of frequency bands and support new
applications with ultra-low latency requirements. To support its extremely diverse operating …
applications with ultra-low latency requirements. To support its extremely diverse operating …