A Multi-Agent DRL-Based Power Allocation Mechanism for Multi-Cell NOMA Networks

A Lotfolahi, HW Ferng - 2023 VTS Asia Pacific Wireless …, 2023 - ieeexplore.ieee.org
To effectively address the power allocation (PA) problem to maximize the energy efficiency
(EE) for a non-orthogonal multiple access (NOMA) system, a novel action mapper alongside …

Resource Allocation and Computation Offloading in Cloud-Assisted Wireless Networks

ANS Younis - 2022 - search.proquest.com
The next radio generations of mobile networks, Fifth Generation (5G) and beyond, are
expected to speed up the transition from monolithic and inflexible networks to agile and …

Multi-agent reinforcement learning based 5G bi-level multi-slice resource allocation

Z Yu, F Gu - … on Computational Intelligence and Security (CIS), 2022 - ieeexplore.ieee.org
With the complexity of application scenarios and the wide application of network slicing, the
base station faces different requirements of different slicing in resource allocation. The base …

[PDF][PDF] RESOURCE ALLOCATION FOR NON-ORTHOGONAL MULTIPLE ACCESS BASED MOBILE EDGE COMPUTING NETWORKS

H Li - 2022 - research.manchester.ac.uk
RESOURCE ALLOCATION FOR NON-ORTHOGONAL MULTIPLE ACCESS BASED MOBILE
EDGE COMPUTING NETWORKS Page 1 RESOURCE ALLOCATION FOR NON-ORTHOGONAL …

Artificial Intelligence-Driven Resource Allocation Techniques for Future NOMA Systems

AKE Waraiet - 2023 - etheses.whiterose.ac.uk
With the unprecedented demand for wireless connectivity, and given the scarce radio
resources, the quest for efficient and reliable multiple access (MA) techniques has never …

Deep Learning based Efficient User Association and Subchannel Assignment in Multi-Cell Multi-Carrier NOMA Networks

ABM Adam, X Wan - 2020 7th International Conference on …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the problem of efficient user association and subchannel
assignment in multi-cell multi-carrier nonorthogonal multiple access networks. An …

Çöz Aktar İşbirlikli Çeşitlemeli Çok Röleli Sistemlerde Derin Öğrenme Yardımlı En İyi Röle Seçimi Ve Güç Optimizasyonu

A Emir, F Kara, H Kaya - El-Cezeri, 2022 - dergipark.org.tr
İşbirlikli Haberleşme sistemi kaynak, röleler ve hedef düğümlerden oluşmaktadır. Kaynak,
işaretleri rölelere ve hedefe, röleler ise çözdüğü işareti hedef düğüme aktarmaktadır …

Adaptive fuzzy convolutional neural network for medical image classification

S Gupta, N Patel, A Kumar, NK Jain, P Dass… - Journal of Intelligent & … - content.iospress.com
Due to resource constraints and the diverse nature of the devices involved, energy efficiency
and scalability enhancement are important challenges in the Internet of Things (IoT) …

A Heterogeneous Reinforcement Learning Approach for Joint Relay Selection and Power Allocation in Time-Varying Uasns with Energy Harvesting

S Han, Z Wang, A Li, X Li, Z Liu, L Yan… - Available at SSRN … - papers.ssrn.com
In this study, we investigate the joint relay selection and power allocation problem for
underwater acoustic communication networks with energy harvesting to maximize the …

Secure Resource Allocation for NOMA PLC Networks with Multi-agent DRL

H Pu, X Liu, R Zhang, Z Sun… - 2021 IEEE 21st …, 2021 - ieeexplore.ieee.org
This paper investigates the intelligent downlink secure transmission in a non-orthogonal
multiple access (NOMA) network over power line channels, where each NOMA pair consists …