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Cammerer, Sebastian

  1. Sionna: An Open-Source Library for Next-Generation Physical Layer Research
    2022/03/22 by Jakob Hoydis, Hoydis, Jakob, Sebastian Cammerer +11 · 61 citations
    Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Telecommunications and Broadcasting Technologies
  2. Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling
    2023/03/20 by Jakob Hoydis, Hoydis, Jakob, Fayçal Aït Aoudia +11 · 39 citations
    Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Telecommunications and Broadcasting Technologies
  3. On Deep Learning-Based Channel Decoding
    2017/01/26 by Tobias Gruber, Gruber, Tobias, Sebastian Cammerer +5 · 7 citations
    Computer Science · Engineering · #Advanced Wireless Communication Techniques #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Signal Modulation Classification
  4. Learning Radio Environments by Differentiable Ray Tracing
    2023/11/30 by Jakob Hoydis, Hoydis, Jakob, Fayçal Aït Aoudia +11 · 14 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
  5. Trainable Communication Systems: Concepts and Prototype
    2019/11/29 by Cammerer, Sebastian, Aoudia, Fayçal Ait, Dörner, Sebastian +3 · 7 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  6. Toward Low-latency Iterative Decoding of QLDPC Codes Under Circuit-Level Noise
    2024/03/27 by Gong, Anqi, Cammerer, Sebastian, Renes, Joseph M. · 15 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph)
  7. A Neural Receiver for 5G NR Multi-user MIMO
    2023/12/05 by Cammerer, Sebastian, Aoudia, Fayçal Aït, Hoydis, Jakob +4 · 12 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  8. OFDM-Autoencoder for End-to-End Learning of Communications Systems
    2018/03/15 by Felix, Alexander, Cammerer, Sebastian, Dörner, Sebastian +2 · 5 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  9. Automorphism Ensemble Decoding of Reed-Muller Codes
    2020/12/14 by Geiselhart, Marvin, Elkelesh, Ahmed, Ebada, Moustafa +2 · 5 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  10. Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes
    2023/10/26 by Anqi Gong, Gong, Anqi, Sebastian Cammerer +3 · 8 citations
    Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  11. Scaling Deep Learning-based Decoding of Polar Codes via Partitioning
    2017/02/22 by Cammerer, Sebastian, Gruber, Tobias, Hoydis, Jakob +1 · 3 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  12. On the Automorphism Group of Polar Codes
    2021/01/24 by Geiselhart, Marvin, Elkelesh, Ahmed, Ebada, Moustafa +2 · 4 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  13. Adaptive Neural Network-based OFDM Receivers
    2022/03/25 by Moritz Benedikt Fischer, Sebastian Dörner, Fischer, Moritz Benedikt +9 · 3 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
  14. Graph Neural Networks for Channel Decoding
    2022/07/29 by Sebastian Cammerer, Jakob Hoydis, Cammerer, Sebastian +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #Cooperative Communication and Network Coding #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  15. WGAN-based Autoencoder Training Over-the-air
    2020/03/05 by Dörner, Sebastian, Henninger, Marcus, Cammerer, Sebastian +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  16. On Deep Learning-based Massive MIMO Indoor User Localization
    2018/04/13 by Arnold, Maximilian, Dörner, Sebastian, Cammerer, Sebastian +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  17. Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR
    2024/09/04 by Reinhard Wiesmayr, Sebastian Cammerer, Wiesmayr, Reinhard +9 · 5 citations
    Computer Science · Engineering · #Acoustic Wave Resonator Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Radio Frequency Integrated Circuit Design #Sensor Technology and Measurement Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
  18. Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction
    2019/01/08 by Maximilian Arnold, Arnold, Maximilian, Sebastian Dörner +9 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Wireless Signal Modulation Classification
  19. Combining Belief Propagation and Successive Cancellation List Decoding\n of Polar Codes on a GPU Platform
    2016/09/29 by Sebastian Cammerer, Benedikt Leible, Cammerer, Sebastian +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #DNA and Biological Computing #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT)
  20. Avoiding Burst-like Error Patterns in Windowed Decoding of Spatially Coupled LDPC Codes
    2018/10/02 by Klaiber, Kevin, Cammerer, Sebastian, Schmalen, Laurent +1 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  21. Deep Learning-based Polar Code Design
    2019/09/26 by Ebada, Moustafa, Cammerer, Sebastian, Elkelesh, Ahmed +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  22. CRC-Aided Belief Propagation List Decoding of Polar Codes
    2020/01/15 by Geiselhart, Marvin, Elkelesh, Ahmed, Ebada, Moustafa +2 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  23. Deep-learning Autoencoder for Coherent and Nonlinear Optical\n Communication
    2020/06/26 by Tim Uhlemann, Sebastian Cammerer, Uhlemann, Tim +7 · 1 citation
    Engineering · Physics and Astronomy · #Optical Network Technologies #Photonic and Optical Devices #Advanced Fiber Laser Technologies
  24. Iterative Detection and Decoding of Finite-Length Polar Codes in Gaussian Multiple Access Channels
    2020/12/02 by Ebada, Moustafa, Cammerer, Sebastian, Elkelesh, Ahmed +2 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  25. Deep Learning-Based Synchronization for Uplink NB-IoT
    2022/05/22 by Aoudia, Fayçal Aït, Hoydis, Jakob, Cammerer, Sebastian +2 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  26. Learning Joint Detection, Equalization and Decoding for Short-Packet Communications
    2022/07/12 by Sebastian Dörner, Dörner, Sebastian, Jannis Clausius +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering