Sebastian Cammerer

Orcid: 0000-0002-7614-5156

According to our database¹, Sebastian Cammerer authored at least 57 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR.

[BibT_eX]

[DOI]

CoRR, 2024

Toward Low-latency Iterative Decoding of QLDPC Codes Under Circuit-Level Noise.

[BibT_eX]

[DOI]

Anqi Gong

Sebastian Cammerer

Joseph M. Renes

CoRR, 2024

Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes.

[BibT_eX]

[DOI]

Anqi Gong

Sebastian Cammerer

Joseph M. Renes

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Learning Joint Detection, Equalization and Decoding for Short-Packet Communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., February, 2023

Learning Radio Environments by Differentiable Ray Tracing.

[BibT_eX]

[DOI]

CoRR, 2023

Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

A Neural Receiver for 5G NR Multi-User MIMO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

[BibT_eX]

[DOI]

CoRR, 2022

Adaptive Neural Network-based OFDM Receivers.

[BibT_eX]

[DOI]

Moritz Benedikt Fischer

Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

On End-to-End Learning of Joint Detection and Decoding for Short-Packet Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Graph Neural Networks for Channel Decoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Deep Learning-Based Synchronization for Uplink NB-IoT.

[BibT_eX]

[DOI]

Fayçal Aït Aoudia

Jakob Hoydis

Sebastian Cammerer

Matthijs Van Keirsbilck

Alexander Keller

Proceedings of the IEEE Global Communications Conference, 2022

Adaptive NN-based OFDM Receivers: Computational Complexity vs. Achievable Performance.

[BibT_eX]

[DOI]

Moritz Benedikt Fischer

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Towards Adaptive Digital Self-Interference Cancellation in Full-Duplex Wireless Transceivers: APSM vs. Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Trainable communication systems.

[BibT_eX]

[DOI]

Sebastian Cammerer

PhD thesis, 2021

Automorphism Ensemble Decoding of Reed-Muller Codes.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Wiener Filter versus Recurrent Neural Network-based 2D-Channel Estimation for V2X Communications.

[BibT_eX]

[DOI]

Moritz Benedikt Fischer

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Iterative Reed-Muller Decoding.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Topics in Coding, 2021

Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Topics in Coding, 2021

On the Automorphism Group of Polar Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Trainable Communication Systems: Concepts and Prototype.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

Deep-learning Autoencoder for Coherent and Nonlinear Optical Communication.

[BibT_eX]

[DOI]

CoRR, 2020

WGAN-based Autoencoder Training Over-the-air.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Reducing Polar Decoding Latency by Neural Network-Based On-the-Fly Decoder Selection.

[BibT_eX]

[DOI]

Ahmed Elkelesh

Sebastian Cammerer

Stephan ten Brink

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Extended Abstract: Deep Learning of the Physical Layer for BICM Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

CRC-Aided Belief Propagation List Decoding of Polar Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Iterative Detection and Decoding of Finite-Length Polar Codes in Gaussian Multiple Access Channels.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Near-Capacity Detection and Decoding: Code Design for Dynamic User Loads in Gaussian Multiple Access Channels.

[BibT_eX]

[DOI]

Xiaojie Wang

Sebastian Cammerer

Stephan ten Brink

IEEE Trans. Commun., 2019

Decoder-Tailored Polar Code Design Using the Genetic Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Decoder-in-the-Loop: Genetic Optimization-based LDPC Code Design.

[BibT_eX]

[DOI]

CoRR, 2019

Genetic Algorithm-based Polar Code Construction for the AWGN Channel.

[BibT_eX]

[DOI]

CoRR, 2019

Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction.

[BibT_eX]

[DOI]

CoRR, 2019

Decoder-in-the-Loop: Genetic Optimization- Based LDPC Code Design.

[BibT_eX]

[DOI]

IEEE Access, 2019

Towards Practical Indoor Positioning Based on Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Spatially Coupled LDPC Codes and the Multiple Access Channel.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

Deep Learning-Based Polar Code Design.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

On Recurrent Neural Networks for Sequence-based Processing in Communications.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Towards Practical FDD Massive MIMO: CSI Extrapolation Driven by Deep Learning and Actual Channel Measurements.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Deep Learning Based Communication Over the Air.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Belief Propagation List Decoding of Polar Codes.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2018

Belief propagation decoding of polar codes on permuted factor graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

OFDM-Autoencoder for End-to-End Learning of Communications Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

On Deep Learning-Based Massive MIMO Indoor User Localization.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Online Label Recovery for Deep Learning-based Communication through Error Correcting Codes.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Wireless Communication Systems, 2018

Near Gaussian Multiple Access Channel Capacity Detection and Decoding.

[BibT_eX]

[DOI]

Xiaojie Wang

Sebastian Cammerer

Stephan ten Brink

Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

Avoiding Burst-like Error Patterns in Windowed Decoding of Spatially Coupled LDPC Codes.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

Sparse Graphs for Belief Propagation Decoding of Polar Codes.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Scattered EXIT Charts for Finite Length LDPC Code Design.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Mitigating clipping effects on error floors under belief propagation decoding of polar codes.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Wireless Communication Systems, 2017

Combining belief propagation and successive cancellation list decoding of polar codes on a GPU platform.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scaling Deep Learning-Based Decoding of Polar Codes via Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

On deep learning-based channel decoding.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

Flexible Length Polar Codes through Graph Based Augmentation.

[BibT_eX]

[DOI]

CoRR, 2016

Improving Belief Propagation decoding of polar codes using scattered EXIT charts.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Wave-like decoding of tail-biting spatially coupled LDPC codes through iterative demapping.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

Triggering wave-like convergence of tail-biting spatially coupled LDPC codes.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

Triggering Wave-Like Convergence of Tail-biting Spatially Coupled LDPC Codes: Single and Dual-Channel Setup.

[BibT_eX]

[DOI]

CoRR, 2015

Sebastian Cammerer

Timeline

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