Dörner, Sebastian
- Trainable Communication Systems: Concepts and Prototype
2019/11/29 by Cammerer, Sebastian, Aoudia, Fayçal Ait, Dörner, Sebastian +3 · 7 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- OFDM-Autoencoder for End-to-End Learning of Communications Systems
2018/03/15 by Felix, Alexander, Cammerer, Sebastian, Dörner, Sebastian +2 · 5 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning
2022/06/30 by Florian Euchner, Euchner, Florian, Marc Gauger +5 · 8 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Adaptive Neural Network-based OFDM Receivers
2022/03/25 by Moritz Benedikt Fischer, Fischer, Moritz Benedikt, Sebastian Dörner +9 · 3 citations
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
- WGAN-based Autoencoder Training Over-the-air
2020/03/05 by Dörner, Sebastian, Henninger, Marcus, Cammerer, Sebastian +1 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- On Deep Learning-based Massive MIMO Indoor User Localization
2018/04/13 by Arnold, Maximilian, Dörner, Sebastian, Cammerer, Sebastian +1 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements
2022/06/20 by Florian Euchner, Euchner, Florian, Phillip J. Stephan +7 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
- Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction
2019/01/08 by Maximilian Arnold, Arnold, Maximilian, Sebastian Dörner +9 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Wireless Signal Modulation Classification
- Deep-learning Autoencoder for Coherent and Nonlinear Optical\n Communication
2020/06/26 by Tim Uhlemann, Uhlemann, Tim, Sebastian Cammerer +7 · 1 citation
Engineering · Physics and Astronomy · #Optical Network Technologies #Photonic and Optical Devices #Advanced Fiber Laser Technologies
- Learning Joint Detection, Equalization and Decoding for Short-Packet Communications
2022/07/12 by Sebastian Dörner, Dörner, Sebastian, Jannis Clausius +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Deep Reinforcement Learning for mmWave Initial Beam Alignment
2023/02/17 by Tandler, Daniel, Dörner, Sebastian, Gauger, Marc +1 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)