## Telecommunications ### Associated Publications ### 2026 [SALAD: Self-Adaptive Link Adaptation](/publication/2026-03_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) ### 2025 [AI-Native 6G: Empowering Intelligent RAN with Accelerated Compute](/publication/2025-12_ai-native-6g-empowering-intelligent-ran-accelerated-compute) [Sebastian Cammerer](/person/sebastian-cammerer), Christoph Studer, Xingqin Lin, Lopamudra Kundu [IEEE Wireless Communications](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=11320975) [GPU Accelerated High Capacity, AI-Ready 5G/6G Reference Design and Verification Methodology](/publication/2025-12_gpu-accelerated-high-capacity-ai-ready-5g6g-reference-design-and-verification) Joseph Boccuzzi, Rohan Chavan, Ravi Lekhwani, Szming Lin, Michael Hoang, Nicholas Hedberg, Quanwei Wang, Sashidhar Samala, Paolo Marini, Sonali Sarpotdar, Martin Adamczyk [IEEE Wireless Communications](https://www.comsoc.org/publications/magazines/ieee-wireless-communications) [CSI-Based User Positioning, Channel Charting, and Device Classification with an NVIDIA 5G Testbed](/publication/2025-12_csi-based-user-positioning-channel-charting-and-device-classification-nvidia-5g) Reinhard Wiesmayr, Frederik Zumegen, Sueda Taner, Chris Dick, Christoph Studer [59th Asilomar Conference on Signals, Systems, and Computers 2025](https://www.asilomarsscconf.org/) [Better Together: Leveraging Multiple Digital Twins for Deployment Optimization of Airborne Base Stations](/publication/2025-10_better-together-leveraging-multiple-digital-twins-deployment-optimization) Mauro Belgiovine, Chris Dick, Kaushik Chowdhury [IEEE Transactions on Mobile Computing](https://www.computer.org/csdl/journal/tm) [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) [NVIDIA AI Aerial: AI-Native Wireless Communications](/publication/2025-10_nvidia-ai-aerial-ai-native-wireless-communications) Kobi Cohen-Arazi, Michael Roe, Zhen Hu, Rohan Chavan, Anna Ptasznik, Joanna Lin, Joao Morais, Joseph Boccuzzi, Tommaso Balercia [Arxiv](https://arxiv.org/pdf/2510.01533) [X5G: An Open, Programmable, Multi-vendor, End-to-end, Private 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterface](/publication/2025-09_x5g-open-programmable-multi-vendor-end-end-private-5g-o-ran-testbed-nvidia-arc) Davide Villa, Imran Khan, Florian Kaltenberger, Nicholas Hedberg, Rúben Soares da Silva, Stefano Maxenti, Leonardo Bonati, Anupa Kelkar, Chris Dick, Eduardo Baena, Josep M. Jornet, Tommaso Melodia, Michele Polese, Dimitrios Koutsonikolas [IEEE Transactions on Mobile Computing](https://www.computer.org/csdl/journal/tm) [ATLAS: AI-Native Receiver Test-and-Measurement by Leveraging AI-Guided Search](/publication/2025-08_atlas-ai-native-receiver-test-and-measurement-leveraging-ai-guided-search) Mauro Belgiovine, Suyash Pradhan, Johannes Lange, Michael Lohning, Kaushik Chowdhury [Arxiv](https://arxiv.org/abs/2508.12204) [Better Together: Leveraging Multiple Digital Twins for Deployment Optimization of Airborne Base Stations](/publication/2025-08_better-together-leveraging-multiple-digital-twins-deployment-optimization) Mauro Belgiovine, Chris Dick, Kaushik Chowdhury [Arxiv](https://arxiv.org/abs/2508.15816) [A Tale of Two Mobile Generations: 5G-Advanced and 6G in 3GPP Release 20](/publication/2025-06_tale-two-mobile-generations-5g-advanced-and-6g-3gpp-release-20) Xingqin Lin [Arxiv](https://arxiv.org/abs/2506.11828) [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) [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-0) [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) [Arxiv](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) [Towards Energy Efficient RAN: From Industry Standards to Trending Practice](/publication/2025-02_towards-energy-efficient-ran-industry-standards-trending-practice) Lopamudra Kundu, Xingqin Lin, Rajesh Gadiyar [IEEE Wireless Communications, Vol. 32, Issue 1, pp. 36–43, 2025](https://ieeexplore.ieee.org/document/10872846) [AI-RAN: Transforming RAN with AI-driven Computing Infrastructure ](/publication/2025-01_ai-ran-transforming-ran-ai-driven-computing-infrastructure) Lopamudra Kundu, Xingqin Lin, Rajesh Gadiyar, Jean-Francois Lacasse, Shuvo Chowdhury [IEEE Network](https://ieeexplore.ieee.org/document/11141658) ### 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) [Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR](/publication/2024-09_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, Alexander Keller [Arxiv](https://arxiv.org/pdf/2409.02912) [A Primer on Generative AI for Telecom: From Theory to Practice](/publication/2024-08_primer-generative-ai-telecom-theory-practice) Xingqin Lin, Lopamudra Kundu, Chris Dick, Maria Amparo Canaveras Galdon, Janaki Vamaraju, Swastika Dutta, Vinay Raman [Arxiv](https://arxiv.org/pdf/2408.09031) ### 2023 [The Bridge Toward 6G: 5G-Advanced Evolution in 3GPP Release 19](/publication/2023-12_bridge-toward-6g-5g-advanced-evolution-3gpp-release-19) Xingqin Lin [Arxiv](https://arxiv.org/abs/2312.15174) [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) [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) [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/) [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](/index.php/publication/2022-08_gpu-accelerated-machine-learning-non-orthogonal-multiple-access) Daniel Schäufele, [Guillermo Marcus](/index.php/person/guillermo-marcus), [Nikolaus Binder](/index.php/person/nikolaus-binder), Matthias Mehlhose, [Alex Keller](/index.php/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](/index.php/publication/2022-03_sionna-open-source-library-next-generation-physical-layer-research) [Jakob Hoydis](/index.php/person/jakob-hoydis), [Sebastian Cammerer](/index.php/person/sebastian-cammerer), [Fayçal Aït Aoudia ](/index.php/person/faycal-ait-aoudia), Avinash Vem, [Nikolaus Binder](/index.php/person/nikolaus-binder), [Guillermo Marcus](/index.php/person/guillermo-marcus), [Alex Keller](/index.php/person/alex-keller) [arXiv](https://arxiv.org/pdf/2203.11854.pdf) ### Researchers [Alex Keller](/person/alex-keller) [Ekta Prashnani](/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)