AI for UAV-assisted IoT applications: A comprehensive review
With the rapid development of the Internet of Things (IoT), there are a dramatically
increasing number of devices, leading to the fact that only using terrestrial infrastructure can …
increasing number of devices, leading to the fact that only using terrestrial infrastructure can …
A survey of scheduling in 5g urllc and outlook for emerging 6g systems
Future wireless communication is expected to be a paradigm shift from three basic service
requirements of 5th Generation (5G) including enhanced Mobile Broadband (eMBB), Ultra …
requirements of 5th Generation (5G) including enhanced Mobile Broadband (eMBB), Ultra …
RAN resource slicing in 5G using multi-agent correlated Q-learning
5G is regarded as a revolutionary mobile network, which is expected to satisfy a vast number
of novel services, ranging from remote health care to smart cities. However, heterogeneous …
of novel services, ranging from remote health care to smart cities. However, heterogeneous …
Reinforcement learning based dynamic function splitting in disaggregated green open RANs
T Pamuklu, M Erol-Kantarci… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
With the growing momentum around Open RAN (O-RAN) initiatives, performing dynamic
Function Splitting (FS) in disaggregated and virtualized Radio Access Networks (vRANs), in …
Function Splitting (FS) in disaggregated and virtualized Radio Access Networks (vRANs), in …
Learning from peers: Deep transfer reinforcement learning for joint radio and cache resource allocation in 5G RAN slicing
Network slicing is a critical technique for 5G communications that covers radio access
network (RAN), edge, transport and core slicing. The evolving network architecture requires …
network (RAN), edge, transport and core slicing. The evolving network architecture requires …
An innovative machine-learning-based scheduling solution for improving live UHD video streaming quality in highly dynamic network environments
IS Comşa, GM Muntean… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The latest advances in terms of network technologies open up new opportunities for high-
end applications, including using the next generation video streaming technologies. As …
end applications, including using the next generation video streaming technologies. As …
Joint dynamic spectrum allocation for URLLC and eMBB in 6 G networks
6 G is a further evolution and development of 5 G to meet the need of various emerging
applications of multifarious user equipment (UE). Ultra-reliable and low-latency …
applications of multifarious user equipment (UE). Ultra-reliable and low-latency …
Energy-efficient and delay-guaranteed joint resource allocation and du selection in o-ran
T Pamuklu, S Mollahasani… - 2021 IEEE 4th 5G World …, 2021 - ieeexplore.ieee.org
The radio access network (RAN) part of the next-generation wireless networks will require
efficient solutions for satisfying low latency and high-throughput services. The open RAN (O …
efficient solutions for satisfying low latency and high-throughput services. The open RAN (O …
Power minimization of downlink spectrum slicing for eMBB and URLLC users
5G technology allows heterogeneous services to share the wireless spectrum within the
same radio access network. In this context, spectrum slicing of the shared radio resources is …
same radio access network. In this context, spectrum slicing of the shared radio resources is …
Artificial Intelligence Integrated with 5G for Future Wireless Networks
Artificial intelligence and fifth-generation mobile networks (5G) are two of the few
technologies that work together so effectively. The complexity of a 5G ecosystem …
technologies that work together so effectively. The complexity of a 5G ecosystem …