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Artificial Intelligence Computing Leadership from NVIDIA
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Research Labs
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Spatial Intelligence
Applied Research
Autonomous Vehicles
Deep Imagination
Publications
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New and Featured
AI Art Gallery
NGC Demos
Research Areas
AI & Machine Learning
3D Deep Learning
Computer Vision
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Research Areas
Telecommunications
Associated Publications
2026
SALAD: Self-Adaptive Link Adaptation
Reinhard Wiesmayr,
Lorenzo Maggi
,
Sebastian Cammerer
,
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Alex Keller
Arxiv
2025
AI-Native 6G: Empowering Intelligent RAN with Accelerated Compute
Sebastian Cammerer
, Christoph Studer, Xingqin Lin, Lopamudra Kundu
IEEE Wireless Communications
GPU Accelerated High Capacity, AI-Ready 5G/6G Reference Design and Verification Methodology
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
CSI-Based User Positioning, Channel Charting, and Device Classification with an NVIDIA 5G Testbed
Reinhard Wiesmayr, Frederik Zumegen, Sueda Taner, Chris Dick, Christoph Studer
59th Asilomar Conference on Signals, Systems, and Computers 2025
Better Together: Leveraging Multiple Digital Twins for Deployment Optimization of Airborne Base Stations
Mauro Belgiovine, Chris Dick, Kaushik Chowdhury
IEEE Transactions on Mobile Computing
SALAD: Self-Adaptive Link Adaptation
Reinhard Wiesmayr,
Lorenzo Maggi
,
Sebastian Cammerer
,
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Alex Keller
arXiv
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
X5G: An Open, Programmable, Multi-vendor, End-to-end, Private 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterface
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
ATLAS: AI-Native Receiver Test-and-Measurement by Leveraging AI-Guided Search
Mauro Belgiovine, Suyash Pradhan, Johannes Lange, Michael Lohning, Kaushik Chowdhury
Arxiv
Better Together: Leveraging Multiple Digital Twins for Deployment Optimization of Airborne Base Stations
Mauro Belgiovine, Chris Dick, Kaushik Chowdhury
Arxiv
A Tale of Two Mobile Generations: 5G-Advanced and 6G in 3GPP Release 20
Xingqin Lin
Arxiv
Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR
Reinhard Wiesmayr,
Sebastian Cammerer
,
Fayçal Aït Aoudia
,
Jakob Hoydis
, Jakub Zakrzewski,
Alex Keller
IEEE International Conference on Machine Learning for Communication and Network…
Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN
Sebastian Cammerer
,
Guillermo Marcus
,
Tobias Zirr
,
Fayçal Aït Aoudia
,
Lorenzo Maggi
,
Jakob Hoydis
,
Alex Keller
2025 IEEE International Conference on Machine Learning for Communication and Ne…
Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN
Sebastian Cammerer
,
Guillermo Marcus
,
Tobias Zirr
,
Fayçal Aït Aoudia
,
Lorenzo Maggi
,
Jakob Hoydis
,
Alex Keller
Arxiv
Sionna RT: Technical Report
Fayçal Aït Aoudia
,
Jakob Hoydis
,
Merlin Nimier-David
,
Sebastian Cammerer
,
Alex Keller
https://arxiv.org/abs/2504.21719
Towards Energy Efficient RAN: From Industry Standards to Trending Practice
Lopamudra Kundu, Xingqin Lin, Rajesh Gadiyar
IEEE Wireless Communications, Vol. 32, Issue 1, pp. 36–43, 2025
AI-RAN: Transforming RAN with AI-driven Computing Infrastructure
Lopamudra Kundu, Xingqin Lin, Rajesh Gadiyar, Jean-Francois Lacasse, Shuvo Chowdhury
IEEE Network
2024
Learning Radio Environments by Differentiable Ray Tracing
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Sebastian Cammerer
, Florian Euchner,
Merlin Nimier-David
, Stephan ten Brink
IEEE Transactions on Machine Learning in Communications and Networking
Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR
Reinhard Wiesmayr,
Sebastian Cammerer
,
Fayçal Aït Aoudia
,
Jakob Hoydis
, Jakub Zakrzewski, Alexander Keller
Arxiv
A Primer on Generative AI for Telecom: From Theory to Practice
Xingqin Lin, Lopamudra Kundu, Chris Dick, Maria Amparo Canaveras Galdon, Janaki Vamaraju, Swastika Dutta, Vinay Raman
Arxiv
2023
The Bridge Toward 6G: 5G-Advanced Evolution in 3GPP Release 19
Xingqin Lin
Arxiv
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)
Graph Neural Networks for Channel Decoding
Sebastian Cammerer
,
Jakob Hoydis
,
Fayçal Aït Aoudia
,
Alex Keller
IEEE Globecom Workshops (GC Wkshps) 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
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
Ekta Prashnani
Gian Marti
Jakob Hoydis
Liron Gantz
Lorenzo Maggi
Sebastian Cammerer
Shai Cohen