Janne M. J. Huttunen | DeepAI

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∙ 02/16/2022

DeepTx: Deep Learning Beamforming with Channel Prediction

Machine learning algorithms have recently been considered for many tasks...

0 Janne M. J. Huttunen, et al. ∙

∙ 01/14/2022

Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier

Machine learning (ML) has shown great promise in optimizing various aspe...

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∙ 06/30/2021

HybridDeepRx: Deep Learning Receiver for High-EVM Signals

In this paper, we propose a machine learning (ML) based physical layer r...

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∙ 10/30/2020

DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations

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∙ 05/04/2020

DeepRx: Fully Convolutional Deep Learning Receiver

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