Machine learning for large-scale optimization in 6g wireless networks
The sixth generation (6G) wireless systems are envisioned to enable the paradigm shift from
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …
Evolution of wireless communication to 6g: Potential applications and research directions
MZ Asghar, SA Memon, J Hämäläinen - Sustainability, 2022 - mdpi.com
The fifth-generation mobile network (5G), as the fundamental enabler of Industry 4.0, has
facilitated digital transformation and smart manufacturing through AI and cloud computing …
facilitated digital transformation and smart manufacturing through AI and cloud computing …
Machine learning for millimeter wave and terahertz beam management: A survey and open challenges
Next-generation wireless communication networks will benefit from beamforming gain to
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …
Artificial intelligence and internet of things (AI-IoT) technologies in response to COVID-19 pandemic: A systematic review
The origin of the COVID-19 pandemic has given overture to redirection, as well as
innovation to many digital technologies. Even after the progression of vaccination efforts …
innovation to many digital technologies. Even after the progression of vaccination efforts …
Anomaly detection in 6G networks using machine learning methods
While the cloudification of networks with a micro-services-oriented design is a well-known
feature of 5G, the 6G era of networks is closely related to intelligent network orchestration …
feature of 5G, the 6G era of networks is closely related to intelligent network orchestration …
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 …
Attention-aided autoencoder-based channel prediction for intelligent reflecting surface-assisted millimeter wave communications
HY Chen, MH Wu, TW Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) wireless communication networks will provide larger coverage and
capacity with lower energy consumption and hardware costs than 5G. Intelligent reflecting …
capacity with lower energy consumption and hardware costs than 5G. Intelligent reflecting …
Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook
Multiple access (MA) is a crucial part of any wireless system and refers to techniques that
make use of the resource dimensions to serve multiple users/devices/machines/services …
make use of the resource dimensions to serve multiple users/devices/machines/services …
Communications for the planet Mars: Past, present, and future
Space exploration has been on the rise since the 1960s and Mars plays a significant role in
the history of space exploration. As the amount of data collected from science instruments …
the history of space exploration. As the amount of data collected from science instruments …
CSI-Impaired Secure Resource Allocation for SWIPT-Enabled Full-Duplex Consumer Internet of Things Networks in Smart Healthcare
S Li, C Gao, M Wei, J Zhao, P Shao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Energy efficiency is regards as an important problem in energy-limited wireless medical
sensor networks owing to the energy shortage. On the other hand, full-duplex is considered …
sensor networks owing to the energy shortage. On the other hand, full-duplex is considered …