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UL-DL duality for cell-free massive MIMO with per-AP power and information constraints


Jan 16, 2023
Lorenzo Miretti, Renato L. G. Cavalcante, Emil Björnson, Sławomir Stańczak

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Towards an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets


Jan 10, 2023
Rodrigo Hernangómez, Alexandros Palaios, Cara Watermann, Daniel Schäufele, Philipp Geuer, Rafail Ismayilov, Mohammad Parvini, Anton Krause, Martin Kasparick, Thomas Neugebauer, Oscar D. Ramos-Cantor, Hugues Tchouankem, Jose Leon Calvo, Bo Chen, Sławomir Stańczak, Gerhard Fettweis

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* 6 pages, 3 figures. Submitted to a special issue magazine. Datasets available at https://ieee-dataport.org/open-access/ai4mobile-industrial-wireless-datasets-iv2v-and-iv2i 

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Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies


Dec 21, 2022
Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel F. Külzer, Friedrich Burmeister, Sławomir Stańczak, Gerhard Fettweis, Hans D. Schotten, Frank H. P. Fitzek

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* 5 pages, 6 figures. Submitted to a conference. Dataset available at https://ieee-dataport.org/open-access/berlin-v2x 

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GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access


Jun 13, 2022
Daniel Schäufele, Guillermo Marcus, Nikolaus Binder, Matthias Mehlhose, Alexander Keller, Sławomir Stańczak

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* 5 pages, 5 figures, Submitted to EUSIPCO 2022 

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Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond


Jan 14, 2022
Matthias Mehlhose, Guillermo Marcus, Daniel Schäufele, Daniyal Amir Awan, Nikolaus Binder, Martin Kasparick, Renato L. G. Cavalcante, Sławomir Stańczak, Alexander Keller

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* submitted to IEEEAccess 

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Deep Learning Beam Optimization in Millimeter-Wave Communication Systems


Jul 16, 2021
Rafail Ismayilov, Renato L. G. Cavalcante, Sławomir Stańczak

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Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems


Jul 16, 2021
Rafail Ismayilov, Renato L. G. Cavalcante, Sławomir Stańczak

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Hybrid Model and Data Driven Algorithm for Online Learning of Any-to-Any Path Loss Maps


Jul 14, 2021
M. A. Gutierrez-Estevez, Martin Kasparick, Renato L. G. Cavalvante, Sławomir Stańczak

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Towards optimal nonlinearities for sparse recovery using higher-order statistics


Sep 05, 2016
Steffen Limmer, Sławomir Stańczak

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* 6 pages, 5 figures, accepted for publication at MLSP 2016 

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Energy-Efficient Classification for Anomaly Detection: The Wireless Channel as a Helper


Dec 15, 2015
Kiril Ralinovski, Mario Goldenbaum, Sławomir Stańczak

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* submitted for possible conference publication 

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