Results 91 to 100 of about 9,732 (199)

Spectrum allocation algorithm based on multi-agent reinforcement learning in smart grid

open access: yesTongxin xuebao, 2023
In view of the fact that 5G networks are used to meet the service requirements of various power terminals in smart grid, a spectrum allocation algorithm based on multi-agent reinforcement learning was proposed.Firstly, for the integrated access backhaul ...
Feng YAN   +5 more
doaj   +2 more sources

Joint Data compression and Computation offloading in Hierarchical Fog-Cloud Systems [PDF]

open access: yes, 2019
Data compression has the potential to significantly improve the computation offloading performance in hierarchical fog-cloud systems. However, it remains unknown how to optimally determine the compression ratio jointly with the computation offloading ...
Ha, Vu Nguyen   +3 more
core   +1 more source

Resource Scheduling in MU-MIMO and NOMA Enabled Integrated Access and Backhaul Networks

open access: yesIEEE Open Journal of the Communications Society
The integrated access and backhaul (IAB) architecture utilizes wireless backhaul to facilitate the expansion of fifth-generation (5G) New Radio (NR) networks.
Chuan-Wei Cho, Meng-Shiuan Pan
doaj   +1 more source

Post-disaster 4G/5G Network Rehabilitation using Drones: Solving Battery and Backhaul Issues [PDF]

open access: yes, 2018
Drone-based communications is a novel and attractive area of research in cellular networks. It provides several degrees of freedom in time (available on demand), space (mobile) and it can be used for multiple purposes (self-healing, offloading, coverage ...
Kamal, Ahmed   +2 more
core   +3 more sources

Optimizing Mobile IAB Deployment and Scheduling in Obstruction-Prone 6G Seaport Networks

open access: yesIEEE Access
Integrated Access and Backhaul (IAB) technology in cellular networks operating in the 3.x GHz band combines access and backhaul functionalities within a wireless framework, reducing dependence on fiber-based solutions and enabling cost-efficient ...
Paulo Furtado Correia   +2 more
doaj   +1 more source

5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-Based Integrated Access and Backhaul

open access: yesIEEE Transactions on Machine Learning in Communications and Networking
Fast and reliable wireless communication has become a critical demand in human life. In the case of mission-critical (MC) scenarios, for instance, when natural disasters strike, providing ubiquitous connectivity becomes challenging by using traditional ...
Hongyi Zhang   +5 more
doaj   +1 more source

Analysis of Duplexing Patterns in Multi-Hop mmWave Integrated Access and Backhaul Systems

open access: yesIEEE Open Journal of the Communications Society
Integrated Access and Backhaul (IAB) technology promises to facilitate cost-effective deployments of 5G New Radio (NR) systems operating in both sub-6 GHz and millimeter-wave (mmWave) bands.
Nikita Tafintsev   +7 more
doaj   +1 more source

Joint scheduling and resource allocation based on reinforcement learning in integrated access and backhaul networks

open access: yesICT Express
In recent wireless networks, the integrated access and backhaul (IAB) network provides a cost-effective solution to enhance network performance and has emerged as a key technology not only for beyond 5G but also for 6G.
Joeun Kim   +4 more
doaj   +1 more source

Integrated Access and Backhaul for 5G and Beyond (6G)

open access: yes, 2022
Enabling network densification to support coverage-limited millimeter wave (mmWave) frequencies is one of the main requirements for 5G and beyond. It is challenging to connect a high number of base stations (BSs) to the core network via a transport network.
openaire   +1 more source

High-Performance Modeling and Optimization of Wireless Networks Using Bottleneck Structures

open access: yesIEEE Access
Bottleneck structures have been recently introduced as an efficient mathematical framework for modeling communication systems. Leveraging fast computational graph algorithms from the field of automatic differentiation such as backpropagation, these ...
Aleix Torres-Camps   +5 more
doaj   +1 more source

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