A survey on resource management for 6G heterogeneous networks: current research, future trends, and challenges
The sixth generation (6G) mobile communication system is expected to meet the different
service needs of modern communication scenarios. Heterogeneous networks (HetNets) …
service needs of modern communication scenarios. Heterogeneous networks (HetNets) …
Hopfield neural network based uplink/downlink transmission order optimization for dynamic indoor TDD femtocells
The Uplink/Downlink transmission mode or Transmission Order (TO) optimization has
recently appeared as a new optimization domain in radio resource management. Such …
recently appeared as a new optimization domain in radio resource management. Such …
Learning with Side Information: Elastic Multi-resource Control for the Open RAN
The open radio access network (O-RAN) architecture provides enhanced opportunities for
integrating machine learning in 5G/6G resource management by decomposing RAN …
integrating machine learning in 5G/6G resource management by decomposing RAN …
Distributed Machine Learning and Native AI Enablers for End-to-End Resources Management in 6G
OA Karachalios, A Zafeiropoulos, K Kontovasilis… - Electronics, 2023 - mdpi.com
6G targets a broad and ambitious range of networking scenarios with stringent and diverse
requirements. Such challenging demands require a multitude of computational and …
requirements. Such challenging demands require a multitude of computational and …
Modification of simple antenna pattern models for inter-beam interference assessment in massive multiple-input–multiple-output systems
The occurrence of cross-beam interference in the received signal is one of the main
problems that limit the possibilities of massive multiple-input–multiple-output technology …
problems that limit the possibilities of massive multiple-input–multiple-output technology …
A Beamforming-Based Enhanced Handover Scheme with Adaptive Threshold for 5G Heterogeneous Networks
Z Zhang, Z Jiang, B Yang, X She - Electronics, 2023 - mdpi.com
In order to tackle the explosive growth of data traffic and the number of terminals, 5G
heterogeneous network (HetNet) has become an important evolution direction of 5G …
heterogeneous network (HetNet) has become an important evolution direction of 5G …
A DL-enabled Relay Node Placement and Selection Framework in Multicellular Networks
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 …
to the medium with minimum latency in dense machine type communication networks, are …
Energy Efficient SBS Selection and Resource Allocation for MC-NOMA based HetNets
A Gholamrezaee, H Farrokhi… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Heterogeneous networks (HetNets) based on multicarrier non-orthogonal multiple access
(MC-NOMA) by allowing several users to share the same spectrum can effectively enhance …
(MC-NOMA) by allowing several users to share the same spectrum can effectively enhance …
A Partially Observable Deep Multi-Agent Active Inference Framework for Resource Allocation in 6G and Beyond Wireless Communications Networks
Resource allocation is of crucial importance in wireless communications. However, it is
extremely challenging to design efficient resource allocation schemes for future wireless …
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 …
coexisting wireless networks. In this work, we discuss the ways for effective DSA between …