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ORCIDSebastian Cammerer
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2020 – today
- 2024
[c39]Anqi Gong, Sebastian Cammerer, Joseph M. Renes:
Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes. ISIT 2024: 2700-2705- [i46]Anqi Gong, Sebastian Cammerer, Joseph M. Renes
:
Toward Low-latency Iterative Decoding of QLDPC Codes Under Circuit-Level Noise. CoRR abs/2403.18901 (2024) - [i45]Reinhard Wiesmayr, Sebastian Cammerer, Fayçal Aït Aoudia, Jakob Hoydis, Jakub Zakrzewski, Alexander Keller:
Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR. CoRR abs/2409.02912 (2024) - 2023
- [j8]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) - [c38]Jakob Hoydis, Fayçal Ait Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller:
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. GLOBECOM (Workshops) 2023: 317-321 - [c37]Sebastian Cammerer, Fayçal Aït Aoudia, Jakob Hoydis, Andreas Oeldemann, Andreas Roessler, Timo Mayer, Alexander Keller:
A Neural Receiver for 5G NR Multi-User MIMO. GLOBECOM (Workshops) 2023: 329-334 - [i44]Jakob Hoydis, Fayçal Aït Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller:
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. CoRR abs/2303.11103 (2023) - [i43]Jakob Hoydis, Fayçal Aït Aoudia, Sebastian Cammerer, Florian Euchner, Merlin Nimier-David, Stephan ten Brink, Alexander Keller:
Learning Radio Environments by Differentiable Ray Tracing. CoRR abs/2311.18558 (2023) - [i42]Sebastian Cammerer, Fayçal Aït Aoudia, Jakob Hoydis, Andreas Oeldemann, Andreas Roessler, Timo Mayer, Alexander Keller:
A Neural Receiver for 5G NR Multi-user MIMO. CoRR abs/2312.02601 (2023) - 2022
- [c36]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 - [c35]M. Hossein Attar, Kaixin Chang, Ramez Askar, Slawomir Stanczak, Sebastian Cammerer, Guillermo Marcus, Alexander Keller:
Towards Adaptive Digital Self-Interference Cancellation in Full-Duplex Wireless Transceivers: APSM vs. Neural Networks. IEEECONF 2022: 1223-1227 - [c34]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 - [c33]Sebastian Cammerer, Jakob Hoydis, Fayçal Aït Aoudia, Alexander Keller:
Graph Neural Networks for Channel Decoding. GLOBECOM (Workshops) 2022: 486-491 - [c32]Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer, Matthijs Van Keirsbilck, Alexander Keller:
Deep Learning-Based Synchronization for Uplink NB-IoT. GLOBECOM 2022: 1478-1483 - [c31]Moritz Benedikt Fischer, Sebastian Dörner, Sebastian Cammerer, Takayuki Shimizu, Hongsheng Lu, Stephan ten Brink:
Adaptive Neural Network-based OFDM Receivers. SPAWC 2022: 1-5 - [i41]Jakob Hoydis, Sebastian Cammerer, Fayçal Ait Aoudia, Avinash Vem, Nikolaus Binder, Guillermo Marcus, Alexander Keller:
Sionna: An Open-Source Library for Next-Generation Physical Layer Research. CoRR abs/2203.11854 (2022) - [i40]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) - [i39]Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer, Matthijs Van Keirsbilck, Alexander Keller:
Deep Learning-Based Synchronization for Uplink NB-IoT. CoRR abs/2205.10805 (2022) - [i38]Sebastian Dörner, Jannis Clausius, Sebastian Cammerer, Stephan ten Brink:
Learning Joint Detection, Equalization and Decoding for Short-Packet Communications. CoRR abs/2207.05699 (2022) - [i37]Sebastian Cammerer, Jakob Hoydis, Fayçal Aït Aoudia, Alexander Keller:
Graph Neural Networks for Channel Decoding. CoRR abs/2207.14742 (2022) - 2021
- [b1]Sebastian Cammerer:
Trainable communication systems. University of Stuttgart, Germany, 2021, pp. 1-197 - [j7]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Automorphism Ensemble Decoding of Reed-Muller Codes. IEEE Trans. Commun. 69(10): 6424-6438 (2021) - [c30]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
On the Automorphism Group of Polar Codes. ISIT 2021: 1230-1235 - [c29]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 - [c28]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Iterative Reed-Muller Decoding. ISTC 2021: 1-5 - [c27]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 - [i36]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
On the Automorphism Group of Polar Codes. CoRR abs/2101.09679 (2021) - [i35]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) - [i34]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) - [i33]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Iterative Reed-Muller Decoding. CoRR abs/2107.12613 (2021) - 2020
- [j6]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) - [c26]Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Marvin Geiselhart, Stephan ten Brink:
Iterative Detection and Decoding of Finite-Length Polar Codes in Gaussian Multiple Access Channels. ACSSC 2020: 683-688 - [c25]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
CRC-Aided Belief Propagation List Decoding of Polar Codes. ISIT 2020: 395-400 - [c24]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 - [c23]Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink:
Reducing Polar Decoding Latency by Neural Network-Based On-the-Fly Decoder Selection. SiPS 2020: 1-2 - [c22]Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink:
WGAN-based Autoencoder Training Over-the-air. SPAWC 2020: 1-5 - [i32]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
CRC-Aided Belief Propagation List Decoding of Polar Codes. CoRR abs/2001.05303 (2020) - [i31]Sebastian Dörner, Marcus Henninger, Sebastian Cammerer, Stephan ten Brink:
WGAN-based Autoencoder Training Over-the-air. CoRR abs/2003.02744 (2020) - [i30]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) - [i29]Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Marvin Geiselhart, Stephan ten Brink:
Iterative Detection and Decoding of Finite-Length Polar Codes in Gaussian Multiple Access Channels. CoRR abs/2012.01075 (2020) - [i28]Marvin Geiselhart, Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Automorphism Ensemble Decoding of Reed-Muller Codes. CoRR abs/2012.07635 (2020)
2010 – 2019
- 2019
- [j5]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink:
Decoder-in-the-Loop: Genetic Optimization- Based LDPC Code Design. IEEE Access 7: 141161-141170 (2019) - [j4]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Decoder-Tailored Polar Code Design Using the Genetic Algorithm. IEEE Trans. Commun. 67(7): 4521-4534 (2019) - [j3]Xiaojie Wang, Sebastian Cammerer, Stephan ten Brink:
Near-Capacity Detection and Decoding: Code Design for Dynamic User Loads in Gaussian Multiple Access Channels. IEEE Trans. Commun. 67(11): 7417-7430 (2019) - [c21]Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Recurrent Neural Networks for Sequence-based Processing in Communications. ACSSC 2019: 537-543 - [c20]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 - [c19]Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Stephan ten Brink:
Deep Learning-Based Polar Code Design. Allerton 2019: 177-183 - [c18]Sebastian Cammerer, Xiaojie Wang, Yingyan Ma, Stephan ten Brink:
Spatially Coupled LDPC Codes and the Multiple Access Channel. CISS 2019: 1-6 - [c17]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 - [i27]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) - [i26]Sebastian Cammerer, Xiaojie Wang, Yingyan Ma, Stephan ten Brink:
Spatially Coupled LDPC Codes and the Multiple Access Channel. CoRR abs/1901.05877 (2019) - [i25]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Genetic Algorithm-based Polar Code Construction for the AWGN Channel. CoRR abs/1901.06444 (2019) - [i24]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Decoder-tailored Polar Code Design Using the Genetic Algorithm. CoRR abs/1901.10464 (2019) - [i23]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Decoder-in-the-Loop: Genetic Optimization-based LDPC Code Design. CoRR abs/1903.03128 (2019) - [i22]Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Recurrent Neural Networks for Sequence-based Processing in Communications. CoRR abs/1905.09983 (2019) - [i21]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) - [i20]Moustafa Ebada, Sebastian Cammerer, Ahmed Elkelesh, Stephan ten Brink:
Deep Learning-based Polar Code Design. CoRR abs/1909.12035 (2019) - [i19]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
- [j2]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Belief Propagation List Decoding of Polar Codes. IEEE Commun. Lett. 22(8): 1536-1539 (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) - [c16]Moustafa Ebada, Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink:
Scattered EXIT Charts for Finite Length LDPC Code Design. ICC 2018: 1-7 - [c15]Sebastian Cammerer, Moustafa Ebada, Ahmed Elkelesh, Stephan ten Brink:
Sparse Graphs for Belief Propagation Decoding of Polar Codes. ISIT 2018: 1465-1469 - [c14]Kevin Klaiber, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink:
Avoiding Burst-like Error Patterns in Windowed Decoding of Spatially Coupled LDPC Codes. ISTC 2018: 1-5 - [c13]Xiaojie Wang, Sebastian Cammerer, Stephan ten Brink:
Near Gaussian Multiple Access Channel Capacity Detection and Decoding. ISTC 2018: 1-5 - [c12]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 - [c11]Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Deep Learning-Based Massive MIMO Indoor User Localization. SPAWC 2018: 1-5 - [c10]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 - [c9]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Belief propagation decoding of polar codes on permuted factor graphs. WCNC 2018: 1-6 - [i18]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Belief Propagation Decoding of Polar Codes on Permuted Factor Graphs. CoRR abs/1801.04299 (2018) - [i17]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) - [i16]Maximilian Arnold, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink:
On Deep Learning-based Massive MIMO Indoor User Localization. CoRR abs/1804.04826 (2018) - [i15]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Belief Propagation List Decoding of Polar Codes. CoRR abs/1806.10503 (2018) - [i14]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) - [i13]Kevin Klaiber, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink:
Avoiding Burst-like Error Patterns in Windowed Decoding of Spatially Coupled LDPC Codes. CoRR abs/1810.01137 (2018) - [i12]Xiaojie Wang, Sebastian Cammerer, Stephan ten Brink:
Near Gaussian Multiple Access Channel Capacity Detection and Decoding. CoRR abs/1811.10938 (2018) - 2017
- [c8]Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
On deep learning-based communication over the air. ACSSC 2017: 1791-1795 - [c7]Tobias Gruber, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
On deep learning-based channel decoding. CISS 2017: 1-6 - [c6]Sebastian Cammerer, Tobias Gruber, Jakob Hoydis, Stephan ten Brink:
Scaling Deep Learning-Based Decoding of Polar Codes via Partitioning. GLOBECOM 2017: 1-6 - [c5]Sebastian Cammerer, Benedikt Leible, Matthias Stahl, Jakob Hoydis, Stephan ten Brink:
Combining belief propagation and successive cancellation list decoding of polar codes on a GPU platform. ICASSP 2017: 3664-3668 - [c4]Ahmed Elkelesh, Sebastian Cammerer, Moustafa Ebada, Stephan ten Brink:
Mitigating clipping effects on error floors under belief propagation decoding of polar codes. ISWCS 2017: 384-389 - [i11]Tobias Gruber, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
On Deep Learning-Based Channel Decoding. CoRR abs/1701.07738 (2017) - [i10]Sebastian Cammerer, Tobias Gruber, Jakob Hoydis, Stephan ten Brink:
Scaling Deep Learning-based Decoding of Polar Codes via Partitioning. CoRR abs/1702.06901 (2017) - [i9]Sebastian Cammerer, Laurent Schmalen, Vahid Aref, Stephan ten Brink:
Wave-like Decoding of Tail-biting Spatially Coupled LDPC Codes Through Iterative Demapping. CoRR abs/1704.05408 (2017) - [i8]Moustafa Ebada, Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink:
Scattered EXIT Charts for Finite Length LDPC Code Design. CoRR abs/1706.09239 (2017) - [i7]Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis, Stephan ten Brink:
Deep Learning-Based Communication Over the Air. CoRR abs/1707.03384 (2017) - [i6]Ahmed Elkelesh, Sebastian Cammerer, Moustafa Ebada, Stephan ten Brink:
Mitigating Clipping Effects on Error Floors under Belief Propagation Decoding of Polar Codes. CoRR abs/1711.05572 (2017) - [i5]Sebastian Cammerer, Moustafa Ebada, Ahmed Elkelesh, Stephan ten Brink:
Sparse Graphs for Belief Propagation Decoding of Polar Codes. CoRR abs/1712.08538 (2017) - 2016
- [c3]Sebastian Cammerer, Vahid Aref, Laurent Schmalen, Stephan ten Brink:
Triggering wave-like convergence of tail-biting spatially coupled LDPC codes. CISS 2016: 93-98 - [c2]Sebastian Cammerer, Laurent Schmalen, Vahid Aref, Stephan ten Brink:
Wave-like decoding of tail-biting spatially coupled LDPC codes through iterative demapping. ISTC 2016: 121-125 - [c1]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Improving Belief Propagation decoding of polar codes using scattered EXIT charts. ITW 2016: 91-95 - [i4]Sebastian Cammerer, Benedikt Leible, Matthias Stahl, Jakob Hoydis, Stephan ten Brink:
Combining Belief Propagation and Successive Cancellation List Decoding of Polar Codes on a GPU Platform. CoRR abs/1609.09358 (2016) - [i3]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Improving Belief Propagation Decoding of Polar Codes Using Scattered EXIT Charts. CoRR abs/1611.03655 (2016) - [i2]Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Stephan ten Brink:
Flexible Length Polar Codes through Graph Based Augmentation. CoRR abs/1611.03796 (2016) - 2015
- [i1]Sebastian Cammerer, Vahid Aref, Laurent Schmalen, Stephan ten Brink:
Triggering Wave-Like Convergence of Tail-biting Spatially Coupled LDPC Codes: Single and Dual-Channel Setup. CoRR abs/1507.01970 (2015)
Coauthor Index
Fayçal Ait Aoudia
aka: Fayçal Aït Aoudia
aka: Fayçal Aït Aoudia
[j8] [i43] [c36] [c34] [c31] [i40] [i38] [j7] [c30] [c29] [c28] [c27] [i36] [i35] [i34] [i33] [j6] [c26] [c25] [c24] [c23] [c22] [i32] [i31] [i30] [i29] [i28] [j5] [j4] [j3] [c21] [c20] [c19] [c18] [c17] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [j2] [j1] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [c8] [c7] [c6] [c5] [c4] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [c3] [c2] [c1] [i4] [i3] [i2] [i1]
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