| Deep learning based communication over the air S Dörner, S Cammerer, J Hoydis, S Ten Brink IEEE Journal of Selected Topics in Signal Processing 12 (1), 132-143, 2017 | 986 | 2017 |
| OFDM-autoencoder for end-to-end learning of communications systems A Felix, S Cammerer, S Dörner, J Hoydis, S Ten Brink 2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018 | 325 | 2018 |
| Trainable communication systems: Concepts and prototype S Cammerer, FA Aoudia, S Dörner, M Stark, J Hoydis, S Ten Brink IEEE Transactions on Communications 68 (9), 5489-5503, 2020 | 179 | 2020 |
| On deep learning-based massive MIMO indoor user localization M Arnold, S Dorner, S Cammerer, S Ten Brink 2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018 | 61 | 2018 |
| Enabling FDD massive MIMO through deep learning-based channel prediction M Arnold, S Dörner, S Cammerer, S Yan, J Hoydis, S Brink arXiv preprint arXiv:1901.03664, 2019 | 57 | 2019 |
| Online label recovery for deep learning-based communication through error correcting codes S Schibisch, S Cammerer, S Dörner, J Hoydis, S ten Brink 2018 15th International Symposium on Wireless Communication Systems (ISWCS), 1-5, 2018 | 34 | 2018 |
| Deep-learning autoencoder for coherent and nonlinear optical communication T Uhlemann, S Cammerer, A Span, S Dörner, S ten Brink Photonic Networks; 21th ITG-Symposium, 1-8, 2020 | 31 | 2020 |
| WGAN-based Autoencoder Training Over-the-air S Dörner, M Henninger, S Cammerer, S ten Brink 2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020 | 31 | 2020 |
| On recurrent neural networks for sequence-based processing in communications D Tandler, S Dörner, S Cammerer, S ten Brink 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 537-543, 2019 | 30 | 2019 |
| Towards practical indoor positioning based on massive mimo systems M Widmaier, M Arnold, S Dorner, S Cammerer, S ten Brink 2019 IEEE 90th vehicular technology conference (VTC2019-Fall), 1-6, 2019 | 30 | 2019 |
| Towards practical FDD massive MIMO: CSI extrapolation driven by deep learning and actual channel measurements M Arnold, S Dörner, S Cammerer, J Hoydis, S ten Brink 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1972-1976, 2019 | 25 | 2019 |
| A distributed massive MIMO channel sounder for “big CSI data”-driven machine learning F Euchner, M Gauger, S Dörner, S ten Brink WSA 2021; 25th International ITG Workshop on Smart Antennas, 1-6, 2021 | 23 | 2021 |
| Serial vs. parallel turbo-autoencoders and accelerated training for learned channel codes J Clausius, S Dörner, S Cammerer, S ten Brink 2021 11th International Symposium on Topics in Coding (ISTC), 1-5, 2021 | 15 | 2021 |
| S. t. Brink,“Enabling FDD massive MIMO through deep learning-based channel prediction,” M Arnold, S Dörner, S Cammerer, S Yan, J Hoydis arXiv preprint arXiv:1901.03664, 2019 | 15 | 2019 |
| Learning joint detection, equalization and decoding for short-packet communications S Dörner, J Clausius, S Cammerer, S ten Brink IEEE Transactions on Communications 71 (2), 837-850, 2022 | 14 | 2022 |
| Adaptive neural network-based OFDM receivers MB Fischer, S Dörner, S Cammerer, T Shimizu, H Lu, S Ten Brink 2022 IEEE 23rd International Workshop on Signal Processing Advances in …, 2022 | 13 | 2022 |
| Improving triplet-based channel charting on distributed massive MIMO measurements F Euchner, P Stephan, M Gauger, S Dörner, S Ten Brink 2022 IEEE 23rd International Workshop on Signal Processing Advances in …, 2022 | 9 | 2022 |
| Efficient FPGA implementation of an ANN-based demapper using cross-layer analysis J Ney, B Hammoud, S Dörner, M Herrmann, J Clausius, S Ten Brink, ... Electronics 11 (7), 1138, 2022 | 7 | 2022 |
| Wiener filter versus recurrent neural network-based 2d-channel estimation for V2X communications MB Fischer, S Dörner, S Cammerer, T Shimizu, B Cheng, H Lu, ... 2021 IEEE Intelligent Vehicles Symposium (IV), 458-465, 2021 | 6 | 2021 |
| End-to-end learning for physical layer communications S Cammerer, S Dörner, J Hoydis, S ten Brink International Zurich Seminar on Information and Communication (IZS 2018 …, 2018 | 6 | 2018 |
Stephan ten BrinkInstitute of Telecommunications, University of StuttgartBestätigte E-Mail-Adresse bei inue.uni-stuttgart.de