582 citations · 623 across the 9 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
eess.SP2022
DeepTx: Deep Learning Beamforming with Channel Prediction
Janne M. J. Huttunen, Dani Korpi, Mikko Honkala
Machine learning algorithms have recently been considered for many tasks in the field of wireless communications. Previously, we have proposed the use of a deep fully convolutional…
eess.SP2022★ 6 cited
Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen +2
Machine learning (ML) has shown great promise in optimizing various aspects of the physical layer processing in wireless communication systems. In this paper, we use ML to learn jo…