Networking and Internet Architecture · Computer Science
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues
Yaohua Sun, Mugen Peng, Yangcheng Zhou, Yuzhe Huang +1
2019-03-04
Information Theory · Computer Science
Machine Learning in the Air
Deniz Gunduz, Paul de Kerret, Nicholas D. Sidiropoulos, David Gesbert +2
2019-04-30
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
Information Theory · Computer Science
Overview of Millimeter Wave Communications for Fifth-Generation (5G) Wireless Networks-with a focus on Propagation Models
Theodore S. Rappaport, Yunchou Xing, George R. MacCartney,, Andreas F. Molisch +2
2018-08-23
Machine Learning · Computer Science
Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications
S. Hu, X. Chen, W. Ni, E. Hossain +1
2020-12-04
Signal Processing · Electrical Eng. & Systems
Wireless for Machine Learning
Henrik Hellström, José Mairton B. da Silva, Mohammad Mohammadi Amiri, Mingzhe Chen +3
2022-06-10
Signal Processing · Electrical Eng. & Systems
Adversarial Machine Learning in Wireless Communications using RF Data: A Review
Damilola Adesina, Chung-Chu Hsieh, Yalin E. Sagduyu, Lijun Qian
2021-08-24
Signal Processing · Electrical Eng. & Systems
Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges
Solmaz Niknam, Harpreet S. Dhillon, Jeffery H. Reed
2020-05-05
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
Machine Learning · Computer Science
Transfer Learning for Future Wireless Networks: A Comprehensive Survey
Cong T. Nguyen, Nguyen Van Huynh, Nam H. Chu, Yuris Mulya Saputra +6
2021-08-10
Networking and Internet Architecture · Computer Science
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions
Yalin E. Sagduyu, Yi Shi, Tugba Erpek, William Headley +3
2020-01-27
Networking and Internet Architecture · Computer Science
Leveraging Machine Learning for Industrial Wireless Communications
Ilaria Malanchini, Patrick Agostini, Khurshid Alam, Michael Baumgart +9
2021-05-06
Signal Processing · Electrical Eng. & Systems
Artificial intelligence enabled radio propagation for communications-Part I: Channel characterization and antenna-channel optimization
Chen Huang, Ruisi He, Bo Ai, Andreas F. Molisch +7
2022-06-29
Networking and Internet Architecture · Computer Science
A Survey of Millimeter Wave (mmWave) Communications for 5G: Opportunities and Challenges
Yong Niu, Yong Li, Depeng Jin, Li Su +1
2015-02-26
Networking and Internet Architecture · Computer Science
Enabling Millimeter-Wave 5G Networks for Massive IoT Applications
Biswa P. S. Sahoo, Ching-Chun Chou, Chung-Wei Weng, Hung-Yu Wei
2018-08-15
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
Signal Processing · Electrical Eng. & Systems
Machine Learning Tips and Tricks for Power Line Communications
Andrea M. Tonello, Nunzio A. Letizia, Davide Righini, Francesco Marcuzzi
2019-06-07
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
An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems
Robert W. Heath, Nuria Gonzalez-Prelcic, Sundeep Rangan, Wonil Roh +1
2016-05-04
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