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Publications
Our publications provide insight into some of our leading-edge research.
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2023
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2022
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Artificial Intelligence and Machine Learning
(10)
Telecommunications
(10)
Algorithms and Numerical Methods
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Artificial Intelligence and Machine Learning
Telecommunications
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Artificial Intelligence and Machine Learning
Telecommunications
2023
A Neural Receiver for 5G NR Multi-user MIMO
Sebastian Cammerer
,
Fayçal Aït Aoudia
,
Jakob Hoydis
, Andreas Oeldemann, Andreas Roessler, Timo Mayer,
Alex Keller
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Sebastian Cammerer
,
Merlin Nimier-David
,
Nikolaus Binder
,
Guillermo Marcus
,
Alex Keller
Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes
Anqi Gong,
Sebastian Cammerer
, Joseph M. Renes
2022
Deep Learning-Based Synchronization for Uplink NB-IoT
Fayçal Aït Aoudia
,
Jakob Hoydis
,
Sebastian Cammerer
,
Matthijs Van keirsbilck
,
Alex Keller
Graph Neural Networks for Channel Decoding
Sebastian Cammerer
,
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Alex Keller
Towards Adaptive Digital Self-Interference Cancellation in Full-Duplex Wireless Transceivers: APSM vs. Neural Networks
M. Hossein Attar, Kaixin Chang, Ramez Askar, Slawomir Stanczak,
Sebastian Cammerer
,
Guillermo Marcus
,
Alex Keller
GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access
Daniel Schäufele,
Guillermo Marcus
,
Nikolaus Binder
, Matthias Mehlhose,
Alex Keller
, Slawomir Stańczak
Adaptive Neural Network-based OFDM Receivers
Moritz Benedikt Fischer, Sebastian Dörner,
Sebastian Cammerer
, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems
Matthias Mehlhose,
Guillermo Marcus
, Daniel Schäufele, Daniyal Amir Awan,
Nikolaus Binder
, Martin Kasparick, Renato L. G. Cavalcante, Sławomir Stanćzak ,
Alex Keller
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
Jakob Hoydis
,
Sebastian Cammerer
,
Fayçal Aït Aoudia
, Avinash Vem,
Nikolaus Binder
,
Guillermo Marcus
,
Alex Keller