Deep Reinforcement Learning for Multi-User Massive MIMO With Channel Aging by Zhenyuan Feng, Bruno Clerckx

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Asynchronous Real-Time Federated Learning for Anomaly Detection in Microservice Cloud Applications by Mahsa Raeiszadeh, Amin Ebrahimzadeh, Roch H. Glitho, Johan Eker, Raquel A. F. Mini

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

A Hierarchical Feature-Based Time Series Clustering Approach for Data-Driven Capacity Planning of Cellular Networks by Vineeta Jain, Anna Richter, Vladimir Fokow, Mathias Schweigel, Ulf Wetzker, Andreas Frotzscher

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Optimal Stopping Theory-Based Online Node Selection in IoT Networks for Multi-Parameter Federated Learning by Seda Dogan-Tusha, Faissal El Bouanani, Marwa Qaraqe

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

DoNext: An Open-Access Measurement Dataset for Machine Learning-Driven 5G Mobile Network Analysis by Hendrik Schippers, Melina Geis, Stefan Bocker, Christian Wietfeld

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Evolving ML-Based Intrusion Detection: Cyber Threat Intelligence for Dynamic Model Updates by Ying-Dar Lin, Yi-Hsin Lu, Ren-Hung Hwang, Yuan-Cheng Lai, Didik Sudyana, Wei-Bin Lee

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Machine Learning Aided Resilient Spectrum Surveillance for Cognitive Tactical Wireless Networks: Design and Proof-of-Concept by Eli Garlick, Nourhan Hesham, MD. Zoheb Hassan, Imtiaz Ahmed, Anas Chaaban, MD. Jahangir Hossain

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Multi-Agent Double Deep Q-Learning for Fairness in Multiple-Access Underlay Cognitive Radio Networks by Zain Ali, Zouheir Rezki, Hamid Sadjadpour

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

SET: A Shared-Encoder Transformer Scheme for Multi-Sensor, Multi-Class Fault Classification in Industrial IoT by Kamran Sattar Awaisi, Qiang Ye, Srinivas Sampalli

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Explainable AI for Enhancing Efficiency of DL-Based Channel Estimation by Abdul Karim Gizzini, Yahia Medjahdi, Ali J. Ghandour, Laurent Clavier

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Learning Energy-Efficient Transmitter Configurations for Massive MIMO Beamforming by Hamed Hojatian, Zoubeir Mlika, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Learning End-to-End Hybrid Precoding for Multi-User mmWave Mobile System With GNNs by Ruiming Wang, Chenyang Yang, Shengqian Han, Jiajun Wu, Shuangfeng Han, Xiaoyun Wang

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

User Handover Aware Hierarchical Federated Learning for Open RAN-Based Next-Generation Mobile Networks by Amardip Kumar Singh, Kim Khoa Nguyen

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

UAV-Assisted Unbiased Hierarchical Federated Learning: Performance and Convergence Analysis by Ruslan Zhagypar, Nour Kouzayha, Hesham ElSawy, Hayssam Dahrouj, Tareq Y. Al-Naffouri

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Deep-Learning-Based High-Precision Localization With Massive MIMO by Guoda Tian, Ilayda Yaman, Michiel Sandra, Xuesong Cai, Liang Liu, Fredrik Tufvesson

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

On Traffic Prediction With Knowledge-Driven Spatial–Temporal Graph Convolutional Network Aided by Selected Attention Mechanism by Yuwen Qian, Tianyang Qiu, Chuan Ma, Yiyang Ni, Long Yuan, Xiangwei Zhou, Jun Li

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

DIGEST: Fast and Communication Efficient Decentralized Learning With Local Updates by Peyman Gholami, Hulya Seferoglu

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

A Link-Quality Anomaly Detection Framework for Software-Defined Wireless Mesh Networks by Sotiris Skaperas, Lefteris Mamatas, Vassilis Tsaoussidis

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

3D Radio Map-Based GPS Spoofing Detection and Mitigation for Cellular-Connected UAVs by Yongchao Dang, Alp Karakoc, Saba Norshahida, Riku Jantti

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text

Deep Fusion Intelligence: Enhancing 5G Security Against Over-the-Air Attacks by Mohammadreza Amini, Ghazal Asemian, Burak Kantarci, Cliff Ellement, Melike Erol-Kantarci

“…IEEE Transactions on Machine Learning in Communications and Networking…”
Get full text