Designing future wireless networks (FWN) s with net zero (NZ) and zero touch (ZT) perspective
Recent research in Future Wireless Networks (FWN) s have primarily focused on improving
spectral and energy efficiency, emphasizing less on reducing power consumption. Studies …
spectral and energy efficiency, emphasizing less on reducing power consumption. Studies …
Learning-Aided Demand-Driven Elastic Architecture for 6G & Beyond
With highly heterogeneous application requirements, 6G and beyond cellular networks are
expected to be demand-driven, elastic, user-centric, and capable of supporting multiple …
expected to be demand-driven, elastic, user-centric, and capable of supporting multiple …
Future Communication Systems: Toward the Intelligent-based Optimization Approaches
L Kouhalvandi, M Alibakhshikenari… - … Networks and Mobile …, 2023 - ieeexplore.ieee.org
The wireless communication systems are expecting to include the high-end service quality
for the users and customers. In the last decade, the industry and academia are studying …
for the users and customers. In the last decade, the industry and academia are studying …
Positioning Error Impact Compensation through Data-Driven Optimization in User-Centric Networks
W Raza, FA Khan, MUB Farooq… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
The performance of user-centric ultra-dense networks (UCUDNs) hinges on the Service
zone (Szone) radius, which is an elastic parameter that balances the area spectral efficiency …
zone (Szone) radius, which is an elastic parameter that balances the area spectral efficiency …
Designing Data-aided Demand-driven User-centric Architecture for 6G and Beyond Networks
SK Kasi - 2023 - shareok.org
Despite advancements in capacity-enhancing technologies like massive MIMO (multiple
input, multiple output) and intelligent reflective surfaces, network densification remains …
input, multiple output) and intelligent reflective surfaces, network densification remains …
DeepWiN: Deep Graph Reinforcement Learning for User-Centric Radio Access Networks Automation
M Shaukat - 2023 - shareok.org
The future cellular networks are expected to support an increasing number of users with
heterogeneous applications, requiring varying network resources. Therefore, the 6G and …
heterogeneous applications, requiring varying network resources. Therefore, the 6G and …