## Telecommunications

 ### Associated Publications

 

### 2025 

[SALAD: Self-Adaptive Link Adaptation](/publication/2025-10_salad-self-adaptive-link-adaptation)

Reinhard Wiesmayr, [Lorenzo Maggi](/person/lorenzo-maggi), [Sebastian Cammerer](/person/sebastian-cammerer), [Jakob Hoydis](/person/jakob-hoydis), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Alex Keller](/person/alex-keller)



[arXiv](https://arxiv.org/pdf/2510.05784)









[Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR](/publication/2025-05_design-standard-compliant-real-time-neural-receiver-5g-nr)

Reinhard Wiesmayr, [Sebastian Cammerer](/person/sebastian-cammerer), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Jakob Hoydis](/person/jakob-hoydis), Jakub Zakrzewski, [Alex Keller](/person/alex-keller)



[IEEE International Conference on Machine Learning for Communication and Network…](https://ieeexplore.ieee.org/abstract/document/11140048)









[Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN](/publication/2025-05_sionna-research-kit-gpu-accelerated-research-platform-ai-ran)

[Sebastian Cammerer](/person/sebastian-cammerer), [Guillermo Marcus](/person/guillermo-marcus), [Tobias Zirr](/person/tobias-zirr), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Lorenzo Maggi](/person/lorenzo-maggi), [Jakob Hoydis](/person/jakob-hoydis), [Alex Keller](/person/alex-keller)



[2025 IEEE International Conference on Machine Learning for Communication and Ne…](https://arxiv.org/pdf/2505.15848)









[Sionna RT: Technical Report](/publication/2025-04_sionna-rt-technical-report)

[Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Jakob Hoydis](/person/jakob-hoydis), [Merlin Nimier-David](/person/merlin-nimier-david), [Sebastian Cammerer](/person/sebastian-cammerer), [Alex Keller](/person/alex-keller)



<https://arxiv.org/abs/2504.21719>









### 2024 

[Learning Radio Environments by Differentiable Ray Tracing](/publication/2024-10_learning-radio-environments-differentiable-ray-tracing)

[Jakob Hoydis](/person/jakob-hoydis), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Sebastian Cammerer](/person/sebastian-cammerer), Florian Euchner, [Merlin Nimier-David](/person/merlin-nimier-david), Stephan ten Brink



[IEEE Transactions on Machine Learning in Communications and Networking](https://ieeexplore.ieee.org/abstract/document/10705152)









### 2023 

[A Neural Receiver for 5G NR Multi-user MIMO](/publication/2023-12_neural-receiver-5g-nr-multi-user-mimo)

[Sebastian Cammerer](/person/sebastian-cammerer), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Jakob Hoydis](/person/jakob-hoydis), Andreas Oeldemann, Andreas Roessler, Timo Mayer, [Alex Keller](/person/alex-keller)



[IEEE Globecom Workshops (GC Wkshps) 2023](https://globecom2023.ieee-globecom.org/)









[Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling](/publication/2023-12_sionna-rt-differentiable-ray-tracing-radio-propagation-modeling)

[Jakob Hoydis](/person/jakob-hoydis), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Sebastian Cammerer](/person/sebastian-cammerer), [Merlin Nimier-David](/person/merlin-nimier-david), [Nikolaus Binder](/person/nikolaus-binder), [Guillermo Marcus](/person/guillermo-marcus), [Alex Keller](/person/alex-keller)



[IEEE Globecom Workshops (GC Wkshps) 2023](https://globecom2023.ieee-globecom.org/)









[Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes](/publication/2023-11_graph-neural-networks-enhanced-decoding-quantum-ldpc-codes)

Anqi Gong, [Sebastian Cammerer](/person/sebastian-cammerer), Joseph M. Renes



[International Conference on Quantum Information Processing (QIP) 2024](https://qip2024.tw/)









### 2022 

[Learning Joint Detection, Equalization and Decoding for Short-Packet Communications](/publication/2022-12_learning-joint-detection-equalization-and-decoding-short-packet-communications)

Sebastian Dörner, Jannis Clausius, [Sebastian Cammerer](/person/sebastian-cammerer), Stephan ten Brink



[IEEE Transactions on Communications ](https://ieeexplore.ieee.org/document/9982554)









[QuadStream: A Quad-Based Scene Streaming Architecture for Novel Viewpoint Reconstruction](/publication/2022-12_quadstream-quad-based-scene-streaming-architecture-novel-viewpoint)

Jozef Hladky, [Michael Stengel](/person/michael-stengel), [Nicholas Vining](/person/nicholas-vining), Bernhard Kerbl, Hans-Peter Seidel, Markus Steinberger



[ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)](https://dl.acm.org/doi/abs/10.1145/3550454.3555524)









[Graph Neural Networks for Channel Decoding](/publication/2022-12_graph-neural-networks-channel-decoding)

[Sebastian Cammerer](/person/sebastian-cammerer), [Jakob Hoydis](/person/jakob-hoydis), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Alex Keller](/person/alex-keller)



[IEEE Globecom Workshops (GC Wkshps) 2022](https://ieeexplore.ieee.org/abstract/document/10008601/)









[Deep Learning-Based Synchronization for Uplink NB-IoT](/publication/2022-12_deep-learning-based-synchronization-uplink-nb-iot)

[Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), [Jakob Hoydis](/person/jakob-hoydis), [Sebastian Cammerer](/person/sebastian-cammerer), [Matthijs Van keirsbilck](/person/matthijs-van-keirsbilck), [Alex Keller](/person/alex-keller)



[IEEE Global Communications Conference 2022](https://ieeexplore.ieee.org/abstract/document/10001353)









[Towards Adaptive Digital Self-Interference Cancellation in Full-Duplex Wireless Transceivers: APSM vs. Neural Networks](/publication/2022-10_towards-adaptive-digital-self-interference-cancellation-full-duplex-wireless)

M. Hossein Attar, Kaixin Chang, Ramez Askar, Slawomir Stanczak, [Sebastian Cammerer](/person/sebastian-cammerer), [Guillermo Marcus](/person/guillermo-marcus), [Alex Keller](/person/alex-keller)



[Asilomar Conference on Signals, Systems, and Computers 2022](https://ieeexplore.ieee.org/abstract/document/10052049)









[Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance](/publication/2022-10_adaptive-nn-based-ofdm-receivers-computational-complexity-vs-achievable)

Moritz Benedikt Fischer, Sebastian Dörner, Felix Krieg, [Sebastian Cammerer](/person/sebastian-cammerer), Stephan ten Brink



[Asilomar Conference on Signals, Systems, and Computers 2022](https://ieeexplore.ieee.org/document/10051898)









[GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access](/publication/2022-08_gpu-accelerated-machine-learning-non-orthogonal-multiple-access)

Daniel Schäufele, [Guillermo Marcus](/person/guillermo-marcus), [Nikolaus Binder](/person/nikolaus-binder), Matthias Mehlhose, [Alex Keller](/person/alex-keller), Slawomir Stańczak



[2022 30th European Signal Processing Conference (EUSIPCO)](https://ieeexplore.ieee.org/document/9909865)









[Adaptive Neural Network-based OFDM Receivers](/publication/2022-07_adaptive-neural-network-based-ofdm-receivers)

Moritz Benedikt Fischer, Sebastian Dörner, [Sebastian Cammerer](/person/sebastian-cammerer), Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink



[ IEEE International Workshop on Signal Processing Advances in Wireless Communic…](https://ieeexplore.ieee.org/document/9833970)









[GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems](/publication/2022-06_gpu-accelerated-partially-linear-multiuser-detection-5g-and-beyond-urllc)

Matthias Mehlhose, [Guillermo Marcus](/person/guillermo-marcus), Daniel Schäufele, Daniyal Amir Awan, [Nikolaus Binder](/person/nikolaus-binder), Martin Kasparick, Renato L. G. Cavalcante, Sławomir Stanćzak , [Alex Keller](/person/alex-keller)



[IEEE Access](https://ieeexplore.ieee.org/abstract/document/9810242)









[Sionna: An Open-Source Library for Next-Generation Physical Layer Research](/publication/2022-03_sionna-open-source-library-next-generation-physical-layer-research)

[Jakob Hoydis](/person/jakob-hoydis), [Sebastian Cammerer](/person/sebastian-cammerer), [Fayçal Aït Aoudia ](/person/faycal-ait-aoudia), Avinash Vem, [Nikolaus Binder](/person/nikolaus-binder), [Guillermo Marcus](/person/guillermo-marcus), [Alex Keller](/person/alex-keller)



[arXiv](https://arxiv.org/pdf/2203.11854.pdf)









 

 



 ### Researchers

 

[Alex Keller](/person/alex-keller)



[Ekta Prashnani](/index.php/person/ekta-prashnani)



[Gian Marti](/person/gian-marti)



[Jakob Hoydis](/person/jakob-hoydis)



[Liron Gantz](/person/liron-gantz)



[Lorenzo Maggi](/person/lorenzo-maggi)



[Sebastian Cammerer](/person/sebastian-cammerer)



[Shai Cohen](/person/shai-cohen)