过去一年中添加的文章,按日期排序

[PDF][PDF] Machine Learning-assisted Partially Blind Handover Prediction in 5G Network Systems

İ Yazici, E Gures - Authorea Preprints, 2024 - essopenarchive.org
17 天前 - 5G is a wireless communication standard that can operate in … As a result, 5G
networks can provide a wide range of … whether a handover (HO) from LTE to 5G mmWave will be …

Advanced Reinforcement Learning-Based Optimization Techniques for Wireless Access Networks

P Iturria Rivera - 2024 - ruor.uottawa.ca
29 天前 - Machine Type Communications (mMTC). Despite the advancements achieved by
5G, … more optimal solutions in dual connectivity handovers compared to centralized ones, …

[PDF][PDF] Holistic Mobility Management leveraging Risk Averse Reinforcement Learning

MUB Farooq, SK Kasi, M Manalastas, C Zhu, B Sheen… - ai4networks.com
45 天前 - Using this tool, we create a 5G network comprised of macro and small cells to record
… Hévizi, “5G handover using reinforcement learning,” in 2020 IEEE 3rd 5G World Forum (…

Exploring the Dynamics of Data Transmission in 5G Networks: A Conceptual Analysis

N Smirnov, S Tomforde - arXiv preprint arXiv:2404.16508, 2024 - arxiv.org
63 天前 - … avoidance and deep reinforcement learning approaches were … We did not have the
information about the handover manage… A handover causes temporary jumps in RTT and an …

[PDF][PDF] Resource Allocation in V2I Link Between Connected Autonomous Vehicles and 5G mm-Wave Band Small-Cells Using Machine Learning

M Raeisi Ziarani - Resource, 2024 - prism.ucalgary.ca
65 天前 - … VFR), is introduced for 5G networks, with a … 5G mobility management framework.
This integrated function significantly reduces handover rates and enhances link reliability in 5G

Drone-Enabled Connectivity: Advancements and Challenges in B5G/6G Networks

T Khaled, K Okba, Y Himeur… - … on Image and …, 2024 - ieeexplore.ieee.org
67 天前 - … In conclusion, the advances in 5G networks provide a solid … using machine
learning, further advancements in 5G … Wang, “A deep learning based handover mechanism for …

[图书][B] Future Fixed and Mobile Broadband Internet, Clouds, and IoT/AI

T Janevski - 2024 - books.google.com
91 天前 - … , business, and regulatory analysis for future 5G-Advanced, 6G, WiFi, and … training
the so-called Machine Learning (ML) techniques (as part of the Artificial Intelligence [AI] use

Federated learning empowered ultra-dense next-generation wireless networks

MMY Al-Quraan - 2024 - theses.gla.ac.uk
104 天前 - … (5G), has facilitated real-time services and intelligent applications powered by artificial
intelligence (AI) and machine learning … and frequent handovers (HOs) through innovative …

Network Selection over 5G-Advanced Heterogeneous Networks Based on Federated Learning and Cooperative Game Theory

CC González, EF Pupo, E Iradier… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
113 天前 - … wireless networks to enable Machine Learning (ML)-… negative impacts on handover
performance and quality of … will conform the 3D ecosystem of 5G-Advanced and Beyond [7]. …

LSTM-oriented Handover Decision-making with SVR-based Mobility Prediction in 5G Vehicular Networks

S Chowdhury - 2024 - dr.library.brocku.ca
134 天前 - … Frequent handovers, due to the limitations of … in 5G. To tackle these challenges,
we present an approach based on mobility prediction for selecting virtual cells using Support …