过去一年中添加的文章,按日期排序

Deep Learning for Outage Probability Minimization in Secure NOMA Energy Harvesting UAV IoT Networks

NQ Long, VH Dang, NG Nguyen, TT Nguyen… - Mobile Networks and …, 2024 - Springer
29 天前 - … We investigate an uplink NOMA EH IoT network, in which the IoT … NOMA with the
help of the UR under the monitoring of a UE. We derive a closed-form expression to evaluate

MARL-Based Access Control for Grant-Free Non-Orthogonal Random Access in UDN

J Youn, J Park, S Kim, S Ahn, Y Kim… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
30 天前 - learning (MARL) framework, QMIX algorithm, with joint optimization of access control
and power-level design. We evaluateNOMA improves the spectral efficiency by allowing …

Application of a neural network model in estimation of frictional features of tribofilms derived from multiple lubricant additives

H Noma, S Aoki, K Kobayashi - Scientific Reports, 2024 - nature.com
30 天前 - … use machine learning (ML). However, ML models have not yet been used to evaluate
the … This study proposed the possibility of using ML to evaluate that relationship. Friction …

Deep learning based non-orthogonal multiple access system for multiple users

KM Tan - 2024 - dr.ntu.edu.sg
38 天前 - NOMA, and DL-based NOMA. The main portion of this report explores the
implementation and evaluation … -Orthogonal Multiple Access (OFDM-NOMA) system, specifically …

Deep Reinforcement Learning-based Robust Design for an IRS-assisted MISO-NOMA System

A Waraiet, K Cumanan, Z Ding… - … and Networking, 2024 - ieeexplore.ieee.org
74 天前 - … This enables NOMA to offer higher spectral and energy … of future wireless networks.
It has been demonstrated that … Furthermore, to assist the agent in evaluating itself, we …

Deep Learning for Outage Probability Minimization in Secure NOMA Energy Harvesting UAV IoT Networks

QL Nguyen, VH Dang, GN Nguyen, TT Nguyen, DT Ho… - 2024 - researchsquare.com
88 天前 - … In this paper, a secure uplink non-orthogonal multiple access (NOMA) internet of
things … outage and intercept probabilities to evaluate the system and secrecy performances. …

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

E FONTES PUPO - 2024 - iris.unica.it
101 天前 - … and S-NOMA in 5G and beyond networks. Moreover, we define the interrelations
among the variables that shape the performance of the evaluated multicast access techniques …

Deep Reinforcement Learning-based Energy Efficiency Optimization for RIS-aided Integrated Satellite-Aerial-Terrestrial Relay Networks

M Wu, K Guo, X Li, Z Lin, Y Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
116 天前 - … -orthogonal multiple access (NOMA)-enabled technology … on the NOMA-enabled
satellite-terrestrial networks (STNs) … in this work is evaluated using complex multiplication with …

Dynamic Spectrum Fusion: An Adaptive Learning Approach for Hybrid NOMA/OMA in Evolving Wireless Networks

GS Perera, DY Senanayake… - 2024 4th …, 2024 - ieeexplore.ieee.org
121 天前 - … tiple Access (NOMA) and Orthogonal Multiple Access (OMA) in wireless networks.
Our … -node simulation environment to evaluate the performance of a novel hybrid NOMA-OMA …

Deep Learning-Based Energy Efficiency Maximization in Massive MIMO-NOMA Networks With Multiple RISs

RHY Perdana, TV Nguyen… - … Artificial Intelligence in …, 2024 - ieeexplore.ieee.org
123 天前 - … to evaluate the RIS-aided cognitive NOMA networks. By em… synergy of massive
MIMO-NOMA networks, RIS and DL … in massive MIMO-NOMA networks, where multiple RISs are …