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ORCIDSebastian Dörner
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2020 – today
- 2024
[c21]Moritz Benedikt Fischer, Sebastian Dörner, Takayuki Shimizu, Chinmay Mahabal, Hongsheng Lu, Stephan ten Brink:
On the Implementation of Neural Network-based OFDM Receivers. VTC Spring 2024: 1-6- [c20]Daniel Tandler, Marc Gauger, Ahmet Serdar Tan, Sebastian Dörner, Stephan ten Brink:
Deep Learning based Adaptive Joint mmWave Beam Alignment. WCNC 2024: 1-6 - [i20]Daniel Tandler, Marc Gauger, Ahmet Serdar Tan, Sebastian Dörner, Stephan ten Brink:
Deep Learning Based Adaptive Joint mmWave Beam Alignment. CoRR abs/2401.13587 (2024) - 2023
- [b1]Sebastian Dörner:
Learning to communicate: machine learning for the air interface. University of Stuttgart, Germany, 2023, pp. 1-208 - [j3]Sebastian Dörner
, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink:
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications. IEEE Trans. Commun. 71(2): 837-850 (2023) - [i19]Daniel Tandler, Sebastian Dörner, Marc Gauger, Stephan ten Brink:
Deep Reinforcement Learning for mmWave Initial Beam Alignment. CoRR abs/2302.08969 (2023) - 2022
- [c19]Moritz Benedikt Fischer, Sebastian Dörner, Felix Krieg, Sebastian Cammerer, Stephan ten Brink:
Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance. IEEECONF 2022: 194-199 - [c18]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: 653-657 - [c17]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: 154 - [c16]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: 377-382 - [c15]Florian Euchner, Phillip Stephan, Marc Gauger, Sebastian Dörner, Stephan ten Brink:
Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements. SPAWC 2022: 1-5 - [c14]Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink:
Adaptive Neural Network-based OFDM Receivers. SPAWC 2022: 1-5 - [i18]Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink:
Adaptive Neural Network-based OFDM Receivers. CoRR abs/2203.13571 (2022) - [i17]Florian Euchner, Phillip Stephan, Marc Gauger, Sebastian Dörner, Stephan ten Brink:
Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements. CoRR abs/2206.09774 (2022) - [i16]Florian Euchner, Marc Gauger, Sebastian Dörner, Stephan ten Brink:
A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning. CoRR abs/2206.15302 (2022) - [i15]Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink:
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications. CoRR abs/2207.05699 (2022) - [i14]Tim Uhlemann, Alexander Span, Sebastian Dörner, Stephan ten Brink:
Introducing γ-lifting for Learning Nonlinear Pulse Shaping in Coherent Optical Communication. CoRR abs/2207.06089 (2022) - [i13]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 abs/2209.10977 (2022) - 2021
- [c13]Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes. ISTC 2021: 1-5 - [c12]Sebastian Dörner, Sarah Rottacker, Marc Gauger, Stephan ten Brink:
Bit-wise Autoencoder for Multiple Antenna Systems. ISWCS 2021: 1-5 - [c11]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: 458-465 - [c10]Florian Euchner, Marc Gauger, Sebastian Dörner, Stephan ten Brink:
A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning. WSA 2021: 1-6 - [i12]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 abs/2102.03163 (2021) - [i11]Jannis Clausius, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes. CoRR abs/2104.14234 (2021) - 2020
- [j2]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): 5489-5503 (2020) - [c9]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: 1 - [c8]Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink:
WGAN-based Autoencoder Training Over-the-air. SPAWC 2020: 1-5 - [i10]Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink:
WGAN-based Autoencoder Training Over-the-air. CoRR abs/2003.02744 (2020) - [i9]Tim Uhlemann, Sebastian Cammerer, Alexander Span, Sebastian Dörner, Stephan ten Brink:
Deep-learning Autoencoder for Coherent and Nonlinear Optical Communication. CoRR abs/2006.15027 (2020)
2010 – 2019
- 2019
- [c7]Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Recurrent Neural Networks for Sequence-based Processing in Communications. ACSSC 2019: 537-543 - [c6]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: 1972-1976 - [c5]Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
Towards Practical Indoor Positioning Based on Massive MIMO Systems. VTC Fall 2019: 1-6 - [i8]Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Sarah Yan, Jakob Hoydis, Stephan ten Brink:
Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction. CoRR abs/1901.03664 (2019) - [i7]Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Recurrent Neural Networks for Sequence-based Processing in Communications. CoRR abs/1905.09983 (2019) - [i6]Mark Widmaier, Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
Towards Practical Indoor Positioning Based on Massive MIMO Systems. CoRR abs/1905.11858 (2019) - [i5]Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink:
Trainable Communication Systems: Concepts and Prototype. CoRR abs/1911.13055 (2019) - 2018
- [j1]Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
Deep Learning Based Communication Over the Air. IEEE J. Sel. Top. Signal Process. 12(1): 132-143 (2018) - [c4]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: 1-5 - [c3]Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Deep Learning-Based Massive MIMO Indoor User Localization. SPAWC 2018: 1-5 - [c2]Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink:
OFDM-Autoencoder for End-to-End Learning of Communications Systems. SPAWC 2018: 1-5 - [i4]Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink:
OFDM-Autoencoder for End-to-End Learning of Communications Systems. CoRR abs/1803.05815 (2018) - [i3]Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Deep Learning-based Massive MIMO Indoor User Localization. CoRR abs/1804.04826 (2018) - [i2]Stefan Schibisch, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink:
Online Label Recovery for Deep Learning-based Communication through Error Correcting Codes. CoRR abs/1807.00747 (2018) - 2017
- [c1]Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
On deep learning-based communication over the air. ACSSC 2017: 1791-1795 - [i1]Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
Deep Learning-Based Communication Over the Air. CoRR abs/1707.03384 (2017)
Coauthor Index
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