Sebastian Dörner

45 papers A 1B 1C 1Misc 3Journal 23Unranked 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep Learning Based Adaptive Joint mmWave Beam Alignment.
CoRR
Daniel Tandler, Marc Gauger, Ahmet Serdar Tan, Sebastian Dörner, Stephan ten Brink
2024 B conf
Deep Learning based Adaptive Joint mmWave Beam Alignment.
WCNC
Daniel Tandler, Marc Gauger, Ahmet Serdar Tan, Sebastian Dörner, Stephan ten Brink
2024 — conf
On the Implementation of Neural Network-based OFDM Receivers.
VTC Spring
Moritz Benedikt Fischer, Sebastian Dörner, Takayuki Shimizu, Chinmay Mahabal, Hongsheng Lu, Stephan ten Brink
2023 J jnl
Deep Reinforcement Learning for mmWave Initial Beam Alignment.
CoRR
Daniel Tandler, Sebastian Dörner, Marc Gauger, Stephan ten Brink
2023 J jnl
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications.
IEEE Trans. Commun.
Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink
2023 — —
Learning to communicate: machine learning for the air interface.
Sebastian Dörner
2022 J jnl
A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning.
CoRR
Florian Euchner, Marc Gauger, Sebastian Dörner, Stephan ten Brink
2022 — conf
Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance.
IEEECONF
Moritz Benedikt Fischer, Sebastian Dörner, Felix Krieg, Sebastian Cammerer, Stephan ten Brink
2022 — conf
Adaptive Neural Network-based OFDM Receivers.
SPAWC
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
2022 J jnl
Adaptive Neural Network-based OFDM Receivers.
CoRR
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink
2022 — conf
Deep Learning for Uplink CSI-based Downlink Precoding in FDD massive MIMO Evaluated on Indoor Measurements.
EUSIPCO
Florian Euchner, Niklas Süppel, Marc Gauger, Sebastian Dörner, Stephan ten Brink
2022 J jnl
Deep Learning for Uplink CSI-based Downlink Precoding in FDD massive MIMO Evaluated on Indoor Measurements.
CoRR
Florian Euchner, Niklas Süppel, Marc Gauger, Sebastian Dörner, Stephan ten Brink
2022 A conf
FPGA-based Trainable Autoencoder for Communication Systems.
FPGA
Jonas Ney, Sebastian Dörner, Matthias Herrmann, Mohammad Hassani Sadi, Jannis Clausius, Stephan ten Brink, Norbert Wehn
2022 — conf
Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements.
SPAWC
Florian Euchner, Phillip Stephan, Marc Gauger, Sebastian Dörner, Stephan ten Brink
2022 J jnl
Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements.
CoRR
Florian Euchner, Phillip Stephan, Marc Gauger, Sebastian Dörner, Stephan ten Brink
2022 J jnl
Introducing γ-lifting for Learning Nonlinear Pulse Shaping in Coherent Optical Communication.
CoRR
Tim Uhlemann, Alexander Span, Sebastian Dörner, Stephan ten Brink
2022 J jnl
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications.
CoRR
Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink
2022 — conf
On End-to-End Learning of Joint Detection and Decoding for Short-Packet Communications.
GLOBECOM (Workshops)
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2021 — conf
A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning.
WSA
Florian Euchner, Marc Gauger, Sebastian Dörner, Stephan ten Brink
2021 — conf
Bit-wise Autoencoder for Multiple Antenna Systems.
ISWCS
Sebastian Dörner, Sarah Rottacker, Marc Gauger, Stephan ten Brink
2021 — conf
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes.
ISTC
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2021 J jnl
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes.
CoRR
Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2021 C conf
Wiener Filter versus Recurrent Neural Network-based 2D-Channel Estimation for V2X Communications.
IV
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Bin Cheng, Hongsheng Lu, Stephan ten Brink
2021 J jnl
Wiener Filter versus Recurrent Neural Network-based 2D-Channel Estimation for V2X Communications.
CoRR
Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Bin Cheng, Hongsheng Lu, Stephan ten Brink
2020 J jnl
Deep-learning Autoencoder for Coherent and Nonlinear Optical Communication.
CoRR
Tim Uhlemann, Sebastian Cammerer, Alexander Span, Sebastian Dörner, Stephan ten Brink
2020 — conf
Extended Abstract: Deep Learning of the Physical Layer for BICM Systems.
SiPS
Fayçal Ait Aoudia, Sebastian Cammerer, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
2020 J jnl
Trainable Communication Systems: Concepts and Prototype.
IEEE Trans. Commun.
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
2020 — conf
WGAN-based Autoencoder Training Over-the-air.
SPAWC
Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink
2020 J jnl
WGAN-based Autoencoder Training Over-the-air.
CoRR
Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink
2019 J jnl
Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction.
CoRR
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Sarah Yan, Jakob Hoydis, Stephan ten Brink
2019 Misc conf
On Recurrent Neural Networks for Sequence-based Processing in Communications.
ACSSC
Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2019 J jnl
On Recurrent Neural Networks for Sequence-based Processing in Communications.
CoRR
Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2019 Misc conf
Towards Practical FDD Massive MIMO: CSI Extrapolation Driven by Deep Learning and Actual Channel Measurements.
ACSSC
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
2019 — conf
Towards Practical Indoor Positioning Based on Massive MIMO Systems.
VTC Fall
Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2019 J jnl
Towards Practical Indoor Positioning Based on Massive MIMO Systems.
CoRR
Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2019 J jnl
Trainable Communication Systems: Concepts and Prototype.
CoRR
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
2018 J jnl
Deep Learning Based Communication Over the Air.
IEEE J. Sel. Top. Signal Process.
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
2018 — conf
OFDM-Autoencoder for End-to-End Learning of Communications Systems.
SPAWC
Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
2018 J jnl
OFDM-Autoencoder for End-to-End Learning of Communications Systems.
CoRR
Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
2018 — conf
On Deep Learning-Based Massive MIMO Indoor User Localization.
SPAWC
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2018 J jnl
On Deep Learning-based Massive MIMO Indoor User Localization.
CoRR
Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink
2018 — conf
Online Label Recovery for Deep Learning-based Communication through Error Correcting Codes.
ISWCS
Stefan Schibisch, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
2018 J jnl
Online Label Recovery for Deep Learning-based Communication through Error Correcting Codes.
CoRR
Stefan Schibisch, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink
2017 J jnl
Deep Learning-Based Communication Over the Air.
CoRR
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink
2017 Misc conf
On deep learning-based communication over the air.
ACSSC
Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink