Deep Unfolding for Fast Linear Massive MIMO Precoders under a PA Consumption Model

Author:

Feys Thomas1,Mestre Xavier2,Peschiera Emanuele1,Rottenberg François1

Affiliation:

1. Dramco,KU Leuven, ESAT-WaveCore,Ghent,Belgium,9000

2. Centre Tecnologic Telecomunicacions Catalunya,ISPIC,Barcelona,Spain

Publisher

IEEE

Reference19 articles.

1. Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems

2. Deep Unfolding for Communications Systems: A Survey and Some New Directions

3. CVXPY: A Python-embedded modeling language for convex optimization;diamond;J Mach Learn Res,2016

4. A Fast Deep Unfolding Learning Framework for Robust MU-MIMO Downlink Precoding

5. Learning fast approximations of sparse coding;gregor;Proceedings of the 27th International Conference on International Conference on Machine Learning,2010

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