Sebastian Cammerer
- Sionna: An Open-Source Library for Next-Generation Physical Layer Research
2022/03/22 by Jakob Hoydis, Sebastian Cammerer, Hoydis, Jakob +11 · 62 citations
Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Telecommunications and Broadcasting Technologies
- 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
- On Deep Learning-Based Channel Decoding
2017/01/26 by Tobias Gruber, Sebastian Cammerer, Gruber, Tobias +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
- Learning Radio Environments by Differentiable Ray Tracing
2023/11/30 by Jakob Hoydis, Fayçal Aït Aoudia, Hoydis, Jakob +11 · 15 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
- Toward Low-latency Iterative Decoding of QLDPC Codes Under Circuit-Level Noise
2024/03/27 by Anqi Gong, Sebastian Cammerer, Gong, Anqi +3 · 16 citations
Computer Science · Engineering · #Advanced Wireless Communication Techniques #Coding theory and cryptography #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph)
- 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)
- 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
- Graph Neural Networks for Channel Decoding
2022/07/29 by Sebastian Cammerer, Cammerer, Sebastian, Jakob Hoydis +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)
- Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR
2024/09/04 by Reinhard Wiesmayr, Sebastian Cammerer, Wiesmayr, Reinhard +9 · 6 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
- Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction
2019/01/08 by Maximilian Arnold, Sebastian Dörner, Arnold, Maximilian +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
- Combining Belief Propagation and Successive Cancellation List Decoding\n of Polar Codes on a GPU Platform
2016/09/29 by Sebastian Cammerer, Cammerer, Sebastian, Benedikt Leible +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)
- Deep-learning Autoencoder for Coherent and Nonlinear Optical\n Communication
2020/06/26 by Tim Uhlemann, Uhlemann, Tim, Sebastian Cammerer +7 · 1 citation
Engineering · Physics and Astronomy · #Optical Network Technologies #Photonic and Optical Devices #Advanced Fiber Laser Technologies
- 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
- Flexible Length Polar Codes through Graph Based Augmentation
2016/11/11 by Ahmed Elkelesh, Moustafa Ebada, Elkelesh, A. +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Wireless Communication Techniques #DNA and Biological Computing #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT)
- Autonomous Discovery of Wireless Communications Algorithms
2026/07/20 by Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer +4
#cs.IT #cs.AI #cs.MA #math.IT