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 …
Spatial deep learning-based dynamic TDD control for UAV-assisted 6G hotspot networks
Compared to static time-division duplexing (TDD), dynamic TDD (D-TDD) has significantly
increased the spectral efficiency of cellular networks. However, conventional systems …
increased the spectral efficiency of cellular networks. However, conventional systems …
Optimal resource allocation for GAA users in spectrum access system using Q-learning algorithm
Spectrum access system (SAS) is a three-tier layered spectrum sharing architecture
proposed by the Federal Communications Commission (FCC) for Citizens Broadband Radio …
proposed by the Federal Communications Commission (FCC) for Citizens Broadband Radio …
[HTML][HTML] 5G technology: ML hyperparameter tuning analysis for subcarrier spacing prediction model
Resource optimisation is critical because 5G is intended to be a major enabler and a
leading infrastructure provider in the information and communication technology sector by …
leading infrastructure provider in the information and communication technology sector by …
Intelligent Empirical Model for Interference Mitigation in 5G Mobile Network at Sub-6 GHz Transmission Frequency
The quality of the signal received at any location in communication channel depends on the
degree of losses and attenuation experience along its path. The existing models are not …
degree of losses and attenuation experience along its path. The existing models are not …
An Innovation Development of Resource Management in 5G Wireless Local Area Network (5G-Wlan) Using Machine Learning Model
In general, the various devices on the fifth generation 5G wireless local area network
currently in use must have the right amount of resource applications. This means that any …
currently in use must have the right amount of resource applications. This means that any …
Dynamic network slicing based resource management and service aware Virtual Network Function (VNF) migration in 5G networks
P Vidhya, K Subashini, R Sathishkannan, S Gayathri - Computer Networks, 2025 - Elsevier
Abstract Achieving the Quality of Service need of the various slice use cases in 5G Slice
Networks will depend heavily on the multi-tenant multi-tier hybrid system. In the context of …
Networks will depend heavily on the multi-tenant multi-tier hybrid system. In the context of …
Resource Allocation in 5G NR Networks via Hybrid Lyrebird‐Red Panda Optimization Model
Radio resource management in a dynamic 5G HWAN, which includes several RATs like LTE
and 5G NR, is examined in this work. A unique resource allocation strategy for 5G NR …
and 5G NR, is examined in this work. A unique resource allocation strategy for 5G NR …
Packet delay budget-based scheduling approach for 5G time division duplex
The fifth generation of mobile networks offers a flexible architecture and allows for various
use cases and scenarios to meet the diverse demands of end-users. The multiple …
use cases and scenarios to meet the diverse demands of end-users. The multiple …
Deep Learning for Dynamic Resource Management in 5G Networks: A Review
Dynamic resource management is important for 5G wireless networks to ensure they are
efficient, scalable, and can handle growing connectivity demands while maintaining quality …
efficient, scalable, and can handle growing connectivity demands while maintaining quality …