Benchmarking and Interpreting End-to-end Learning of MIMO and Multi-User Communication
Journal article, 2022
Benchmark testing
Transmitting antennas
digital signal processing
machine learning
interference channel
Autoencoders
Wireless communication
Interference channels
deep learning
MIMO broadcast
MIMO communication
Training
wireless communications
end-to-end learning
Receivers
Author
Jinxiang Song
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks, Communication Systems
Christian Häger
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks, Communication Systems
Jochen Schröder
Chalmers, Microtechnology and Nanoscience (MC2), Photonics
Tim O'Shea
Virginia Polytechnic Institute and State University
Erik Agrell
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks, Communication Systems
Henk Wymeersch
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks, Communication Systems
IEEE Transactions on Wireless Communications
1536-1276 (ISSN)
Vol. In PressSubject Categories
Telecommunications
Communication Systems
Signal Processing
DOI
10.1109/TWC.2022.3157467