Research on resource allocation algorithm for NOMA system based on fairness and optimal energy efficiency

L Hu, Q Wu, Y Fan, R Shi… - 2021 13th International …, 2021 - ieeexplore.ieee.org
User grouping and power allocation are the key technologies of non-orthogonal multiple
access (NOMA) system. In this paper, we consider the joint optimization of user grouping …

Energy Efficient Power Allocation Framework for downlink MIMO-NOMA Heterogeneous IoT network: Non-Deep Learning and Deep Learning Approaches

S DEVIPRIYA - 2021 - researchsquare.com
Non-orthogonal multiple access (NOMA) has been considered as a key candidate
technology in 5G networks. To improve the system efficiency of 5G systems, the design and …

[PDF][PDF] Deep Learning Based Sum Datarate and Energy Efficiency Optimization

SR Vidhya, T Jayasree - ijaem.net
The increasing demands for massive connectivity, low latency, and high reliability of future
communication networks require new techniques. Multiple-input-multiple-output non …

Dynamic user resource allocation for downlink multicarrier NOMA with an actor–critic method

X Wang, K Meng, X Wang, Z Liu, Y Ma - Energies, 2023 - mdpi.com
Future wireless communication systems require higher performance requirements. Based
on this, we study the combinatorial optimization problem of power allocation and dynamic …

Energy-efficient user clustering and resource management for NOMA based MEC systems

J Du, N Xue, D Zhai, H Cao, J Feng… - 2020 IEEE Globecom …, 2020 - ieeexplore.ieee.org
Recent years, mobile edge computing (MEC) has appeared as a promising technology for
delay and energy minimization, and nonorthogonal multiple access (NOMA) has been …

Performance analysis of cooperative NOMA with optimized power allocation using deep learning approach

MK Beuria, SS Singh - Wireless Networks, 2024 - Springer
Abstract Cooperative Non-Orthogonal Multiple Access (Cooperative NOMA) is a
communication technique used in wireless networks to enhance spectral efficiency and …

Deep Learning-Based Resource Allocation for Transmit Power Minimization in Uplink NOMA IoT Cellular Networks

HJ Park, HW Kim, SH Chae - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
For Internet of Things (IoT) networks, it is important to develop energy-efficient
communication schemes to extend the operating life of battery-powered IoT devices …

Efficient user clustering and reinforcement learning based power allocation for NOMA systems

S Rezwan, S Shin, W Choi - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is a popular multiplexing technique for the 5th
generation (5G) network due to its spectral efficiency, high reliability, and massive …

User fairness based energy efficient power allocation for downlink cellular NOMA system

P Gupta, D Ghosh - 2020 5th International Conference on …, 2020 - ieeexplore.ieee.org
The cellular technology in 5G has raised demand for high data rate which requires more
resources such as bandwidth and base station (BS) power. But, availability of these …

A deep reinforcement approach for energy efficient resource assignment in cooperative NOMA enhanced cellular networks

YY Guo, XL Tan, Y Gao, J Yang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In this article, an energy efficiency (EE) maximization problem of cooperative nonorthogonal
multiple access (CNOMA) network is proposed to jointly determine the user pairing …