Sebastian Cammerer

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 90

Top Topics

Genetic Optimization

Top Venues

IEEE Trans. Commun.

Publications

Anqi Gong, Sebastian Cammerer, Joseph M. Renes
Toward Low-latency Iterative Decoding of QLDPC Codes Under Circuit-Level Noise. CoRR (2024)
Sebastian Cammerer, Fayçal Aït Aoudia, Jakob Hoydis, Andreas Oeldemann, Andreas Roessler, Timo Mayer, Alexander Keller
A Neural Receiver for 5G NR Multi-user MIMO. CoRR (2023)
Sebastian Cammerer, Fayçal Aït Aoudia, Jakob Hoydis, Andreas Oeldemann, Andreas Roessler, Timo Mayer, Alexander Keller
A Neural Receiver for 5G NR Multi-User MIMO. GLOBECOM (Workshops) (2023)
Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications. IEEE Trans. Commun. 71 (2) (2023)
Jakob Hoydis, Fayçal Aït Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. CoRR (2023)
Jakob Hoydis, Fayçal Aït Aoudia, Sebastian Cammerer, Florian Euchner, Merlin Nimier-David, Stephan ten Brink, Alexander Keller
Learning Radio Environments by Differentiable Ray Tracing. CoRR (2023)
Jakob Hoydis, Fayçal Ait Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. GLOBECOM (Workshops) (2023)
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
On End-to-End Learning of Joint Detection and Decoding for Short-Packet Communications. GLOBECOM (Workshops) (2022)
M. Hossein Attar, Kaixin Chang, Ramez Askar, Slawomir Stanczak, Sebastian Cammerer, Guillermo Marcus, Alexander Keller
Towards Adaptive Digital Self-Interference Cancellation in Full-Duplex Wireless Transceivers: APSM vs. Neural Networks. IEEECONF (2022)
Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer, Matthijs Van Keirsbilck, Alexander Keller
Deep Learning-Based Synchronization for Uplink NB-IoT. CoRR (2022)
Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications. CoRR (2022)
Moritz Benedikt Fischer, Sebastian Dörner, Felix Krieg, Sebastian Cammerer, Stephan ten Brink
Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance. IEEECONF (2022)
Jakob Hoydis, Sebastian Cammerer, Fayçal Ait Aoudia, Avinash Vem, Nikolaus Binder, Guillermo Marcus, Alexander Keller
Sionna: An Open-Source Library for Next-Generation Physical Layer Research. CoRR (2022)
Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer, Matthijs Van Keirsbilck, Alexander Keller
Deep Learning-Based Synchronization for Uplink NB-IoT. GLOBECOM (2022)
Sebastian Cammerer, Jakob Hoydis, Fayçal Aït Aoudia, Alexander Keller
Graph Neural Networks for Channel Decoding. CoRR (2022)
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
Adaptive Neural Network-based OFDM Receivers. CoRR (2022)
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
Adaptive Neural Network-based OFDM Receivers. SPAWC (2022)
Sebastian Cammerer, Jakob Hoydis, Fayçal Aït Aoudia, Alexander Keller
Graph Neural Networks for Channel Decoding. GLOBECOM (Workshops) (2022)
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes. ISTC (2021)
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Bin Cheng, Hongsheng Lu, Stephan ten Brink
Wiener Filter versus Recurrent Neural Network-based 2D-Channel Estimation for V2X Communications. IV (2021)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Iterative Reed-Muller Decoding. ISTC (2021)
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Bin Cheng, Hongsheng Lu, Stephan ten Brink
Wiener Filter versus Recurrent Neural Network-based 2D-Channel Estimation for V2X Communications. CoRR (2021)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
On the Automorphism Group of Polar Codes. CoRR (2021)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Automorphism Ensemble Decoding of Reed-Muller Codes. IEEE Trans. Commun. 69 (10) (2021)
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes. CoRR (2021)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Iterative Reed-Muller Decoding. CoRR (2021)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
On the Automorphism Group of Polar Codes. ISIT (2021)
Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink
Reducing Polar Decoding Latency by Neural Network-Based On-the-Fly Decoder Selection. SiPS (2020)
Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink
WGAN-based Autoencoder Training Over-the-air. SPAWC (2020)
Tim Uhlemann, Sebastian Cammerer, Alexander Span, Sebastian Dörner, Stephan ten Brink
Deep-learning Autoencoder for Coherent and Nonlinear Optical Communication. CoRR (2020)
Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Marvin Geiselhart, Stephan ten Brink
Iterative Detection and Decoding of Finite-Length Polar Codes in Gaussian Multiple Access Channels. ACSSC (2020)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Automorphism Ensemble Decoding of Reed-Muller Codes. CoRR (2020)
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
Trainable Communication Systems: Concepts and Prototype. IEEE Trans. Commun. 68 (9) (2020)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
CRC-Aided Belief Propagation List Decoding of Polar Codes. ISIT (2020)
Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink
WGAN-based Autoencoder Training Over-the-air. CoRR (2020)
Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
CRC-Aided Belief Propagation List Decoding of Polar Codes. CoRR (2020)
Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Marvin Geiselhart, Stephan ten Brink
Iterative Detection and Decoding of Finite-Length Polar Codes in Gaussian Multiple Access Channels. CoRR (2020)
Fayçal Ait Aoudia, Sebastian Cammerer, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
Extended Abstract: Deep Learning of the Physical Layer for BICM Systems. SiPS (2020)
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
Towards Practical FDD Massive MIMO: CSI Extrapolation Driven by Deep Learning and Actual Channel Measurements. ACSSC (2019)
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
Trainable Communication Systems: Concepts and Prototype. CoRR (2019)
Xiaojie Wang, Sebastian Cammerer, Stephan ten Brink
Near-Capacity Detection and Decoding: Code Design for Dynamic User Loads in Gaussian Multiple Access Channels. IEEE Trans. Commun. 67 (11) (2019)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Decoder-in-the-Loop: Genetic Optimization-based LDPC Code Design. CoRR (2019)
Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
On Recurrent Neural Networks for Sequence-based Processing in Communications. CoRR (2019)
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Sarah Yan, Jakob Hoydis, Stephan ten Brink
Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction. CoRR (2019)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink
Decoder-in-the-Loop: Genetic Optimization- Based LDPC Code Design. IEEE Access 7 (2019)
Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Stephan ten Brink
Deep Learning-Based Polar Code Design. Allerton (2019)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Genetic Algorithm-based Polar Code Construction for the AWGN Channel. CoRR (2019)
Sebastian Cammerer, Xiaojie Wang, Yingyan Ma, Stephan ten Brink
Spatially Coupled LDPC Codes and the Multiple Access Channel. CISS (2019)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Decoder-tailored Polar Code Design Using the Genetic Algorithm. CoRR (2019)
Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Stephan ten Brink
Deep Learning-based Polar Code Design. CoRR (2019)
Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
Towards Practical Indoor Positioning Based on Massive MIMO Systems. VTC Fall (2019)
Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
On Recurrent Neural Networks for Sequence-based Processing in Communications. ACSSC (2019)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Decoder-Tailored Polar Code Design Using the Genetic Algorithm. IEEE Trans. Commun. 67 (7) (2019)
Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
Towards Practical Indoor Positioning Based on Massive MIMO Systems. CoRR (2019)
Sebastian Cammerer, Xiaojie Wang, Yingyan Ma, Stephan ten Brink
Spatially Coupled LDPC Codes and the Multiple Access Channel. CoRR (2019)
Sebastian Cammerer, Moustafa Ebada, Ahmed Elkelesh, Stephan ten Brink
Sparse Graphs for Belief Propagation Decoding of Polar Codes. ISIT (2018)
Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
OFDM-Autoencoder for End-to-End Learning of Communications Systems. SPAWC (2018)
Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
OFDM-Autoencoder for End-to-End Learning of Communications Systems. CoRR (2018)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Belief propagation decoding of polar codes on permuted factor graphs. WCNC (2018)
Moustafa Ebada, Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink
Scattered EXIT Charts for Finite Length LDPC Code Design. ICC (2018)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Belief Propagation List Decoding of Polar Codes. IEEE Commun. Lett. 22 (8) (2018)
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
On Deep Learning-Based Massive MIMO Indoor User Localization. SPAWC (2018)
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
Deep Learning Based Communication Over the Air. IEEE J. Sel. Top. Signal Process. 12 (1) (2018)
Stefan Schibisch, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
Online Label Recovery for Deep Learning-based Communication through Error Correcting Codes. ISWCS (2018)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Belief Propagation Decoding of Polar Codes on Permuted Factor Graphs. CoRR (2018)
Kevin Klaiber, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink
Avoiding Burst-like Error Patterns in Windowed Decoding of Spatially Coupled LDPC Codes. CoRR (2018)
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
On Deep Learning-based Massive MIMO Indoor User Localization. CoRR (2018)
Stefan Schibisch, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
Online Label Recovery for Deep Learning-based Communication through Error Correcting Codes. CoRR (2018)
Kevin Klaiber, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink
Avoiding Burst-like Error Patterns in Windowed Decoding of Spatially Coupled LDPC Codes. ISTC (2018)
Xiaojie Wang, Sebastian Cammerer, Stephan ten Brink
Near Gaussian Multiple Access Channel Capacity Detection and Decoding. CoRR (2018)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Belief Propagation List Decoding of Polar Codes. CoRR (2018)
Xiaojie Wang, Sebastian Cammerer, Stephan ten Brink
Near Gaussian Multiple Access Channel Capacity Detection and Decoding. ISTC (2018)
Sebastian Cammerer, Tobias Gruber, Jakob Hoydis, Stephan ten Brink
Scaling Deep Learning-Based Decoding of Polar Codes via Partitioning. GLOBECOM (2017)
Ahmed Elkelesh, Sebastian Cammerer, Moustafa Ebada, Stephan ten Brink
Mitigating Clipping Effects on Error Floors under Belief Propagation Decoding of Polar Codes. CoRR (2017)
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
Deep Learning-Based Communication Over the Air. CoRR (2017)
Sebastian Cammerer, Laurent Schmalen, Vahid Aref, Stephan ten Brink
Wave-like Decoding of Tail-biting Spatially Coupled LDPC Codes Through Iterative Demapping. CoRR (2017)
Sebastian Cammerer, Benedikt Leible, Matthias Stahl, Jakob Hoydis, Stephan ten Brink
Combining belief propagation and successive cancellation list decoding of polar codes on a GPU platform. ICASSP (2017)
Tobias Gruber, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
On Deep Learning-Based Channel Decoding. CoRR (2017)
Moustafa Ebada, Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink
Scattered EXIT Charts for Finite Length LDPC Code Design. CoRR (2017)
Sebastian Cammerer, Moustafa Ebada, Ahmed Elkelesh, Stephan ten Brink
Sparse Graphs for Belief Propagation Decoding of Polar Codes. CoRR (2017)
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
On deep learning-based communication over the air. ACSSC (2017)
Sebastian Cammerer, Tobias Gruber, Jakob Hoydis, Stephan ten Brink
Scaling Deep Learning-based Decoding of Polar Codes via Partitioning. CoRR (2017)
Ahmed Elkelesh, Sebastian Cammerer, Moustafa Ebada, Stephan ten Brink
Mitigating clipping effects on error floors under belief propagation decoding of polar codes. ISWCS (2017)
Tobias Gruber, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
On deep learning-based channel decoding. CISS (2017)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Improving Belief Propagation Decoding of Polar Codes Using Scattered EXIT Charts. CoRR (2016)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Flexible Length Polar Codes through Graph Based Augmentation. CoRR (2016)
Sebastian Cammerer, Vahid Aref, Laurent Schmalen, Stephan ten Brink
Triggering wave-like convergence of tail-biting spatially coupled LDPC codes. CISS (2016)
Sebastian Cammerer, Benedikt Leible, Matthias Stahl, Jakob Hoydis, Stephan ten Brink
Combining Belief Propagation and Successive Cancellation List Decoding of Polar Codes on a GPU Platform. CoRR (2016)
Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink
Improving Belief Propagation decoding of polar codes using scattered EXIT charts. ITW (2016)
Sebastian Cammerer, Laurent Schmalen, Vahid Aref, Stephan ten Brink
Wave-like decoding of tail-biting spatially coupled LDPC codes through iterative demapping. ISTC (2016)
Sebastian Cammerer, Vahid Aref, Laurent Schmalen, Stephan ten Brink
Triggering Wave-Like Convergence of Tail-biting Spatially Coupled LDPC Codes: Single and Dual-Channel Setup. CoRR (2015)