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Unsupervised Parameter Estimation using Model-based Decoder

Published • Sep 25, 2023
Authors:
Franz Weißer
,
Michael Baur
,
Wolfgang Utschick

Abstract

In this work, we consider the use of a model-based decoder in combination with an unsupervised learning strategy for direction-of-arrival (DoA) estimation. Relying only on unlabeled training data, our analysis shows that we can outperform existing unsupervised machine learning methods and classical ...

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