2 papers
eess.SP2023
SICNN: Soft Interference Cancellation Inspired Neural Network Equalizers
Stefan Baumgartner, Oliver Lang, Mario Huemer
In recent years data-driven machine learning approaches have been extensively studied to replace or enhance traditionally model-based processing in digital communication systems. I…
cs.IT2022
Neural Network Approaches for Data Estimation in Unique Word OFDM Systems
Stefan Baumgartner, Gergő Bognár, Oliver Lang +1
Data estimation is conducted with model-based estimation methods since the beginning of digital communications. However, motivated by the growing success of machine learning, curre…