Sebastian Dörner

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Communication Systems

Error Correcting Codes

Top Venues

Publications

Daniel Tandler, Marc Gauger, Ahmet Serdar Tan, Sebastian Dörner, Stephan ten Brink
Deep Learning based Adaptive Joint mmWave Beam Alignment. WCNC (2024)
Daniel Tandler, Marc Gauger, Ahmet Serdar Tan, Sebastian Dörner, Stephan ten Brink
Deep Learning Based Adaptive Joint mmWave Beam Alignment. CoRR (2024)
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)
Daniel Tandler, Sebastian Dörner, Marc Gauger, Stephan ten Brink
Deep Reinforcement Learning for mmWave Initial Beam Alignment. CoRR (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)
Jonas Ney, Sebastian Dörner, Matthias Herrmann, Mohammad Hassani Sadi, Jannis Clausius, Stephan ten Brink, Norbert Wehn
FPGA-based Trainable Autoencoder for Communication Systems. FPGA (2022)
Florian Euchner, Marc Gauger, Sebastian Dörner, Stephan ten Brink
A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning. CoRR (2022)
Florian Euchner, Phillip Stephan, Marc Gauger, Sebastian Dörner, Stephan ten Brink
Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements. CoRR (2022)
Florian Euchner, Niklas Süppel, Marc Gauger, Sebastian Dörner, Stephan ten Brink
Deep Learning for Uplink CSI-based Downlink Precoding in FDD massive MIMO Evaluated on Indoor Measurements. EUSIPCO (2022)
Florian Euchner, Phillip Stephan, Marc Gauger, Sebastian Dörner, Stephan ten Brink
Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements. SPAWC (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)
Tim Uhlemann, Alexander Span, Sebastian Dörner, Stephan ten Brink
Introducing γ-lifting for Learning Nonlinear Pulse Shaping in Coherent Optical Communication. 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)
Florian Euchner, Niklas Süppel, Marc Gauger, Sebastian Dörner, Stephan ten Brink
Deep Learning for Uplink CSI-based Downlink Precoding in FDD massive MIMO Evaluated on Indoor Measurements. CoRR (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)
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)
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes. CoRR (2021)
Sebastian Dörner, Sarah Rottacker, Marc Gauger, Stephan ten Brink
Bit-wise Autoencoder for Multiple Antenna Systems. ISWCS (2021)
Florian Euchner, Marc Gauger, Sebastian Dörner, Stephan ten Brink
A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning. WSA (2021)
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)
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)
Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink
WGAN-based Autoencoder Training Over-the-air. 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)
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)
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)
Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
Towards Practical Indoor Positioning Based on Massive MIMO Systems. CoRR (2019)
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)
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)
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)
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
Deep Learning-Based Communication Over the Air. CoRR (2017)
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
On deep learning-based communication over the air. ACSSC (2017)