Machine and deep learning for resource allocation in multi-access edge computing: A survey

H Djigal, J Xu, L Liu, Y Zhang - IEEE Communications Surveys …, 2022 - ieeexplore.ieee.org
With the rapid development of Internet-of-Things (IoT) devices and mobile communication
technologies, Multi-access Edge Computing (MEC) has emerged as a promising paradigm …

Advancing education through extended reality and internet of everything enabled metaverses: applications, challenges, and open issues

SK Jagatheesaperumal, K Ahmad… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Metaverse has evolved as one of the popular research agendas that let users learn,
socialize, and collaborate in a networked three-dimensional (3D) immersive virtual world …

Heterogeneous Flight Management System (FMS) Design for Unmanned Aerial Vehicles (UAVs): Current Stages, Challenges, and Opportunities

G Wang, C Gu, J Li, J Wang, X Chen, H Zhang - Drones, 2023 - mdpi.com
In the Machine Learning (ML) era, faced with challenges, including exponential multi-sensor
data, an increasing number of actuators, and data-intensive algorithms, the development of …

Research on Open Innovation Intelligent Decision‐Making of Cross‐Border E‐Commerce Based on Federated Learning

X Zhang, C Guo - Mathematical Problems in Engineering, 2022 - Wiley Online Library
Product development and innovation is the key issue for cross‐border e‐commerce
operation. It is of great importance to build an intelligent open innovation system and …

Federated learning based modulation classification for multipath channels

S Bhardwaj, DH Kim, DS Kim - Parallel Computing, 2024 - Elsevier
Deep learning (DL)-based automatic modulation classification (AMC) is a primary research
field for identifying modulation types. However, traditional DL-based AMC approaches rely …

[HTML][HTML] Design of security management model for communication networks in digital cultural consumption under Metaverse–The case of mobile game

W Gao, L Li, Y Xue, Y Li, J Zhang - Egyptian Informatics Journal, 2023 - Elsevier
Under Metaverse, security management of communication networks in digital cultural
consumption has attracted more and more attention. As we know, security risks of …

Decision Tree Algorithm for Intelligent Resource Management in Wireless Networks

P Anitha, CS Ranganathan, A Babiyola… - 2023 Second …, 2023 - ieeexplore.ieee.org
A wireless network is a distributed network made up of a number of nodes. The battery life,
communication range, bandwidth, processing delay, and memory of nodes are constrained …

Machine Learning and Stochastic Geometry Techniques for Future Mobile Communications

B Banerjee - 2023 - era.library.ualberta.ca
Advancements in wireless communication are continuously evolving, and the progression
towards the 6th generation (6G) and beyond of cellular architecture will heavily rely on the …