Machine Learning · Computer Science
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim +3
2020-08-07
Signal Processing · Electrical Eng. & Systems
Artificial Intelligence for 6G Networks: Technology Advancement and Standardization
Muhammad K. Shehzad, Luca Rose, M. Majid Butt, Istvan Z. Kovacs +2
2022-04-05
Networking and Internet Architecture · Computer Science
Data-Driven Machine Learning Techniques for Self-healing in Cellular Wireless Networks: Challenges and Solutions
Tao Zhang, Kun Zhu, Ekram Hossain
2019-06-18
Networking and Internet Architecture · Computer Science
Mobility, traffic and radio channel prediction: 5G and beyond applications
Henrik Rydén, Alex Palaios, László Hévizi, David Sandberg +2
2022-03-16
Information Theory · Computer Science
6G White Paper on Machine Learning in Wireless Communication Networks
Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang +23
2020-04-30
Networking and Internet Architecture · Computer Science
Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks
Michele Polese, Rittwik Jana, Velin Kounev, Ke Zhang +2
2020-06-05
Machine Learning · Computer Science
Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks
Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca +4
2022-07-25
Cryptography and Security · Computer Science
Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends
Noman Haider, Muhammad Zeeshan Baig, Muhammad Imran
2020-07-10
Signal Processing · Electrical Eng. & Systems
Implicit Channel Learning for Machine Learning Applications in 6G Wireless Networks
Ahmet M. Elbir, Wei Shi, Kumar Vijay Mishra, Anastasios K. Papazafeiropoulos +1
2022-06-27
Accelerator Physics · Physics
Opportunities in Machine Learning for Particle Accelerators
Auralee Edelen, Christopher Mayes, Daniel Bowring, Daniel Ratner +9
2018-11-09
Information Theory · Computer Science
AI/ML for Beam Management in 5G-Advanced: A Standardization Perspective
Qing Xue, Jiajia Guo, Binggui Zhou, Yongjun Xu +2
2024-07-25
Signal Processing · Electrical Eng. & Systems
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang +5
2023-01-10
Networking and Internet Architecture · Computer Science
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson +2
2021-03-03
Signal Processing · Electrical Eng. & Systems
Machine Learning for Spectrum Sharing: A Survey
Francisco R. V. Guimarães, José Mairton B. da Silva, Charles Casimiro Cavalcante, Gabor Fodor +2
2024-12-02
Networking and Internet Architecture · Computer Science
Artificial Intelligence Enabled Wireless Networking for 5G and Beyond: Recent Advances and Future Challenges
Cheng-Xiang Wang, Marco Di Renzo, Slawomir Stańczak, Sen Wang +1
2020-01-23
Networking and Internet Architecture · Computer Science
ML-Based Real-Time Downlink Performance Prediction in Standalone 5G NR Using Smartphones
Md Mahfuzur Rahman, Jareen Shuva, Nishith Tripathi, Jeffrey H. Reed +1
2026-04-14
Networking and Internet Architecture · Computer Science
A Review of Machine Learning-based Failure Management in Optical Networks
Danshi Wang, Chunyu Zhang, Wenbin Chen, Hui Yang +2
2022-08-24