Joint multi-objective optimization for radio access network slicing using multi-agent deep reinforcement learning
Radio access network (RAN) slices can provide various customized services for next-
generation wireless networks. Thus, multiple performance metrics of different types of RAN …
generation wireless networks. Thus, multiple performance metrics of different types of RAN …
Numerology-capable UAV-MEC for future generation massive IoT networks
MA Hossain, AR Hossain… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
This work proposes a dynamic numerology scheme assignment framework to provision
mobile-edge computing (MEC) for massive Internet of Things (IoT) networks via unmanned …
mobile-edge computing (MEC) for massive Internet of Things (IoT) networks via unmanned …
Probabilistic-forecasting-based admission control for network slicing in software-defined networks
Network slicing is one the key features of software-defined networks (SDNs) and can be
used in next-generation communication networks. Admission control of network slices is the …
used in next-generation communication networks. Admission control of network slices is the …
Maximize the Long-Term Average Revenue of Network Slice Provider via Admission Control Among Heterogeneous Slices
Network slicing endows 5G/B5G with differentiated and customized capabilities to cope with
the proliferation of diversified services, whereas limited physical network resources may not …
the proliferation of diversified services, whereas limited physical network resources may not …
QoS aware resource allocation for coexistence mechanisms between eMBB and URLLC: Issues, challenges, and future directions in 5G
Abstract 5G NR enables three types of use case scenarios viz. enhance mobile broadband
(eMBB), ultra-reliable low latency communication (URLLC), and massive machine type …
(eMBB), ultra-reliable low latency communication (URLLC), and massive machine type …
5G multi-band numerology-based TDD RAN slicing for throughput and latency sensitive services
A Hossain, N Ansari - IEEE Transactions on Mobile Computing, 2021 - ieeexplore.ieee.org
This paper extensively examines the impact of the numerology schemes on a sliced TDD
radio access network. The slices are multiplexed over both the sub-6 GHz and mmWave …
radio access network. The slices are multiplexed over both the sub-6 GHz and mmWave …
Intelligent hierarchical network slicing based on dynamic multi-connectivity in cell-free distributed massive MIMO systems
F Ye, J Wang, J Li, P Zhu, D Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In order to provide customized services for the future sixth-generation (6G) mass business,
we propose a two-timescale intelligent radio access network (RAN) slicing scheme under …
we propose a two-timescale intelligent radio access network (RAN) slicing scheme under …
A QoS Improving Downlink Scheduling Scheme for Slicing in 5G Radio Access Network (RAN)
The 5G standard is aimed at supporting Quality of Service (QoS)-constrained traffic types,
enabling new services to be reliably built into scenarios such as industrial automation and …
enabling new services to be reliably built into scenarios such as industrial automation and …
Deep Reinforcement Learning for Optimization of RAN Slicing Relying on Control-and User-Plane Separation
The rapid development of radio access network (RAN) slicing and control-and user-plane
separation (CUPS) has created a new paradigm for future networks, namely CUPS-based …
separation (CUPS) has created a new paradigm for future networks, namely CUPS-based …
Enabling dynamic autoscaling for NFV in a non-standalone virtual EPC: design and analysis
Network function virtualization (NFV) is a novel concept that enables an architectural
transition from dedicated hardware to orchestrated resource and function management. As …
transition from dedicated hardware to orchestrated resource and function management. As …