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Deep Learning Based Communication Over the Air

S. Dörner, S. Cammerer, J. Hoydis, and S. Ten Brink. IEEE journal of selected topics in signal processing, 12 (1): 132-143 (2018)
DOI: 10.1109/JSTSP.2017.2784180

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Sebastian Dörner University of Stuttgart

Heiner Dörner University of Stuttgart

Kerstin Dorner University of Stuttgart

Sebastian Friedl University of Stuttgart

Communication extension for cloud-based machine control of simulated robot processesF. Kretschmer, S. Friedl, A. Lechler, and A. Verl. 2016 IEEE International Conference on Industrial Technology (ICIT), page 54-58. (March 2016)

Sebastian Brandhofer University of Stuttgart

Other publications of authors with the same name

Deep Learning for Uplink CSI-based Downlink Precoding in FDD massive MIMO Evaluated on Indoor MeasurementsF. Euchner, N. Süppel, M. Gauger, S. Dörner, and S. Brink. 30th European Signal Processing Conference (EUSIPCO 2022), page 653-657. Piscataway, NJ, IEEE, (2022)End-to-end Learning for Physical Layer CommunicationsS. Cammerer, S. Dörner, J. Hoydis, and S. ten Brink. (February 2018)A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine LearningF. Euchner, M. Gauger, S. Dörner, and S. ten Brink. 25th International ITG Workshop on Smart Antennas (WSA 2021), (2021)Wiener Filter versus Recurrent Neural Network-based 2D-Channel Estimation for V2X CommunicationsM. Fischer, S. Dörner, S. Cammerer, T. Shimizu, B. Cheng, H. Lu, and S. Brink. 2021 IEEE Intelligent Vehicles Symposium (IV), page 458-465. Piscataway, IEEE, (2021)Learning Joint Detection, Equalization and Decoding for Short-Packet CommunicationsS. Dörner, J. Clausius, S. Cammerer, and S. Ten Brink. IEEE Transactions on Communications, (2022)Deep-learning Autoencoder for Coherent and Nonlinear Optical CommunicationT. Uhlemann, S. Cammerer, A. Span, S. Dörner, and S. ten Brink. Photonic Networks 21th ITG-Symposium, page 1-8. (2020)On deep learning-based communication over the airS. Dörner, S. Cammerer, J. Hoydis, and S. ten Brink. 2017 51st Asilomar Conference on Signals, Systems, and Computers, page 1791-1795. (October 2017)Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel CodesJ. Clausius, S. Dörner, S. Cammerer, and S. ten Brink. 2021 11th International Symposium on Topics in Coding (ISTC), page 1-5. (2021)Online Label Recovery for Deep Learning-based Communication through Error Correcting CodesS. Schibisch, S. Cammerer, S. Dörner, J. Hoydis, and S. ten Brink. 2018 15th International Symposium on Wireless Communication Systems (ISWCS), IEEE, (2018)OFDM-Autoencoder for End-to-End Learning of Communications SystemsA. Felix, S. Cammerer, S. Dörner, J. Hoydis, and S. Ten Brink. 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), page 56-60. Piscataway, NJ, IEEE, (2018)