A Partially Observable Deep Multi-Agent Active Inference Framework for Resource Allocation in 6G and Beyond Wireless Communications Networks

F Zhou, R Ding, Q Wu, DWK Ng… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Resource allocation is of crucial importance in wireless communications. However, it is
extremely challenging to design efficient resource allocation schemes for future wireless …

Dynamic Spectrum Access in Terrestrial and Non-Terrestrial Networks

Ł Kułacz, H Kokkinen, A Kliks - Proceedings of the 29th Annual …, 2023 - dl.acm.org
Dynamic spectrum access (DSA) has shown its benefits in various configurations of
coexisting wireless networks. In this work, we discuss the ways for effective DSA between …

Analysis of Real-Time Video Streaming and Throughput Performance Using the Open Air Interface Stack on Multiple UEs

B Agarwal, C Felber, N Pandeya… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
The Open Air Interface (OAI) is an open-source project that implements 3GPP standards
using general-purpose x86 computer hardware and commercial off-the-shelf (COTS) …

Machine learning-inspired intelligent optimization for smart radio resource management in satellite communication networks to improve quality of service

SV Devika, KS Reddy, G Parasa… - MATEC Web of …, 2024 - matec-conferences.org
Satellite communication networks are seeing a significant surge in traffic requirements.
Nevertheless, the rise in traffic requirements is inconsistent across the service region …

Leveraging Self Organizing Map for 5G Heterogeneous Network Deployment for Enhanced Performance

A Mukherjee, IS Misra - 2023 IEEE 4th Annual Flagship India …, 2023 - ieeexplore.ieee.org
Fifth Generation mobile Wireless Network practically aims not only to connect everyone but
everything as well, such as the IoT devices, self-driven cars etc. virtually on the same …

A Multi-Classification Machine Learning-Based Solution to Mitigate Co-Tier Interference in 5G HetNets

D Anand, MA Togou… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
The exponential growth of data-hungry apps has led to an enormous increase in global data
traffic. The recent worldwide pandemic has also significantly contributed to changing traffic …

[图书][B] Modeling, Prediction, and Multi-Rat Access of High Resolution Spectrum Based on Decoding Enabled Measurement

R Zou - 2023 - search.proquest.com
Driven by the technology development and the demands from the customers, wireless data
rates have experience tens of times increase per generation of mobile technologies. To …

Multiuser Diversity Management for Multicast/Broadcast Services in 5G and Beyond Networks

E FONTES PUPO - 2024 - iris.unica.it
The envisaged fifth-generation (5G) and beyond networks represent a paradigm shift for
global communications, offering unprecedented breakthroughs in media service delivery …

[PDF][PDF] Machine and Deep Learning Algorithms for Radio Resource Management in 5G and Beyond Networks

Ι Μπαρτσιώκας - 2023 - dspace.lib.ntua.gr
Abstract Fifth-generation (5G) and beyond (B5G) wireless communications systems have
been established to support the exponential growth rate of mobile data traffic and dense …

[PDF][PDF] A DL-Enabled Relay Node Placement and Selection Framework in Multicellular Networks

Ι ΜΠΑΡΤΣΙΩΚΑΣ - 2023 - dspace.lib.ntua.gr
The ever-increasing and diverse user demands as well as the need for uninterrupted access
to the medium with minimum latency in dense machine type communication networks, are …