A deep q-network-based algorithm for multi-connectivity optimization in heterogeneous cellular-networks

JJ Hernández-Carlón, J Pérez-Romero, O Sallent… - Sensors, 2022 - mdpi.com
The use of multi-connectivity has become a useful tool to manage the traffic in
heterogeneous cellular network deployments, since it allows a device to be simultaneously …

Packet Scheduling in Multi-Flow Carrier Aggregation with QoS Provisioning: Cross-Layer Design and Performance Analysis

A Alorainy - IEEE Transactions on Mobile Computing, 2024 - ieeexplore.ieee.org
Multi-flow carrier aggregation (CA) is a key solution for improving data rates in
heterogeneous networks (HetNets). Efficient data splitting is important to enhance the …

Dual connectivity for LTE-NR cellular networks: Challenges and open issues

RP Antonioli, GC Parente, CF Moreira… - Journal of …, 2018 - jcis.emnuvens.com.br
Abstract The Dual Connectivity (DC) technology has gained a lot of momentum in the LTE
Release 12 as a means to enhance the per-user throughput and provide mobility …

QoS-aware downlink traffic scheduling for cellular networks with dual connectivity

H Su, MS Pan, HW Mai - Electronics, 2022 - mdpi.com
In a cellular network, how to preserve users' quality of service (QoS) demands is an
important issue. To provide better data services, researchers and industry have discussed …

Goodput-aware traffic splitting scheme with non-ideal backhaul for 5G-LTE multi-connectivity

B Zhang, X Xu, K Zhang, J Zhang… - 2019 IEEE Wireless …, 2019 - ieeexplore.ieee.org
Multi-Connectivity (MC) is a key technology in the deployment of the upcoming Fifth
Generation (5G). MC means that one user can connect to a Master Evolved NodeB (MeNB) …

Online control of traffic split and distributed cell group state decisions for multi-connectivity in 5G and beyond

SH Jung, S Bahk - IEEE Transactions on Vehicular Technology, 2021 - ieeexplore.ieee.org
The emergence of new radios (NRs) including mmWave in 5G necessitates multi-
connectivity to enable a robust control plane as well as a faster user plane to satisfy stringent …

Frequency Domain Resources Allocation and Flow Control for C-RAN Enabled Dual-Connectivity Networks

J Liu, J Zhou - IEEE Transactions on Communications, 2024 - ieeexplore.ieee.org
Spectrum resource allocation and flow control are important considerations in dual-
connectivity (DC) technology. Currently, limited research exists on spectrum resource …

A genetic algorithm based flow control scheme for LTE-NR dual connectivity networks

MS Pan, MY Wu - Wireless Networks, 2024 - Springer
Abstract Recently, the Non-Standalone Architecture option 3 standard is proposed to
facilitate the deployment of 5th Generation (5G) New Radio (NR) cellular systems. According …

Deep learning-based multi-connectivity optimization in cellular networks

JJ Hernández-Carlón, J Pérez-Romero… - 2022 IEEE 95th …, 2022 - ieeexplore.ieee.org
Multi-connectivity emerges as a useful feature to handle the traffic in heterogeneous cellular
scenarios and fulfill the demanding requirements in terms of data rate and reliability. It …

Delay Jitter Performance Analysis and Traffic Splitting in Cellular-Based Multi-Access System

M Sahu, AA Kherani - IETE Technical Review, 2023 - Taylor & Francis
This paper addresses the problem of traffic splitting in the multi-access system for real-time
applications in the uplink. We first understand the Long Term Evolution (LTE)-uplink …