Research Areas

Telecommunications

Associated Publications

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
IEEE Globecom Workshops (GC Wkshps) 2023
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
IEEE Globecom Workshops (GC Wkshps) 2023
Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes
Anqi Gong, Sebastian Cammerer, Joseph M. Renes
International Conference on Quantum Information Processing (QIP) 2024

2022

Learning Joint Detection, Equalization and Decoding for Short-Packet Communications
Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink
IEEE Transactions on Communications
QuadStream: A Quad-Based Scene Streaming Architecture for Novel Viewpoint Reconstruction
Jozef Hladky, Michael Stengel, Nicholas Vining, Bernhard Kerbl, Hans-Peter Seidel, Markus Steinberger
ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)
Deep Learning-Based Synchronization for Uplink NB-IoT
Fayçal Aït Aoudia , Jakob Hoydis, Sebastian Cammerer, Matthijs Van keirsbilck, Alex Keller
IEEE Global Communications Conference 2022
Graph Neural Networks for Channel Decoding
Sebastian Cammerer, Jakob Hoydis, Fayçal Aït Aoudia , Alex Keller
IEEE Globecom Workshops (GC Wkshps) 2022
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
Asilomar Conference on Signals, Systems, and Computers 2022
Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance
Moritz Benedikt Fischer, Sebastian Dörner, Felix Krieg, Sebastian Cammerer, Stephan ten Brink
Asilomar Conference on Signals, Systems, and Computers 2022
GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access
Daniel Schäufele, Guillermo Marcus, Nikolaus Binder, Matthias Mehlhose, Alex Keller, Slawomir Stańczak
2022 30th European Signal Processing Conference (EUSIPCO)
Adaptive Neural Network-based OFDM Receivers
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
IEEE International Workshop on Signal Processing Advances in Wireless Communic…
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
IEEE Access
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
arXiv

Researchers

Alex Keller
Jakob Hoydis
Lorenzo Maggi
Sebastian Cammerer
Shai Cohen