Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …
position in providing Internet access thanks to their freedom of deployment and configuration …
Comprehensive survey on self-organizing cellular network approaches applied to 5G networks
Abstract Self-Organizing Network (SON) stands for a key concept characterizing the
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
6G service coverage with mega satellite constellations
The rapid development and continuous updating of the mega satellite constellation (MSC)
have brought new visions for the future 6G coverage extension, where the global seamless …
have brought new visions for the future 6G coverage extension, where the global seamless …
Machine Learning for Service Migration: A Survey
Future communication networks are envisioned to satisfy increasingly granular and dynamic
requirements to accommodate the application and user demands. Indeed, novel immersive …
requirements to accommodate the application and user demands. Indeed, novel immersive …
Defensive distillation-based adversarial attack mitigation method for channel estimation using deep learning models in next-generation wireless networks
Future wireless networks (5G and beyond), also known as Next Generation or NextG, are
the vision of forthcoming cellular systems, connecting billions of devices and people …
the vision of forthcoming cellular systems, connecting billions of devices and people …
Effective data optimization and evaluation based on social communication with AI‐assisted in opportunistic social networks
L Li, F Gou, H Long, K He, J Wu - … Communications and Mobile …, 2022 - Wiley Online Library
Billions of people around the world send and receive data over online networks daily.
Sufficient and redundant data are transmitted over social platforms with AI‐assisted in 5G …
Sufficient and redundant data are transmitted over social platforms with AI‐assisted in 5G …
Digital twin constructed spatial structure for flexible and efficient task allocation of drones in mobile networks
Applying the Multiple Drones System (MDS) to perform the repetitive and dangerous tasks
for human in many complex environments has become a trend all around the world, due to …
for human in many complex environments has become a trend all around the world, due to …
[HTML][HTML] ATARI: A graph convolutional neural network approach for performance prediction in next-generation WLANs
IEEE 802.11 (Wi-Fi) is one of the technologies that provides high performance with a high
density of connected devices to support emerging demanding services, such as virtual and …
density of connected devices to support emerging demanding services, such as virtual and …
A survey on how network simulators serve reinforcement learning in wireless networks
S Ergun, I Sammour, G Chalhoub - Computer Networks, 2023 - Elsevier
Rapid adoption of mobile devices, coupled with the increase in prominence of mobile
applications and services, resulted in unprecedented infrastructure requirements for mobile …
applications and services, resulted in unprecedented infrastructure requirements for mobile …
[HTML][HTML] Trends in intelligent communication systems: Review of standards, major research projects, and identification of research gaps
The increasing complexity of communication systems, following the advent of
heterogeneous technologies, services and use cases with diverse technical requirements …
heterogeneous technologies, services and use cases with diverse technical requirements …