Skip to main content
European Commission logo print header

Reinventing Energy Efficiency in Communication Networks

Publications

Low-complexity Near-optimum Symbol Detection Based on Neural Enhancement of Factor Graphs

Author(s): Luca Schmid; Laurent Schmalen
Published in: IEEE Transactions on Communications, Issue 11, 2022, Page(s) 7562 - 7575, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2203.16417

Error-and-Erasure Decoding of Product and Staircase Codes

Author(s): Lukas Rapp; Laurent Schmalen
Published in: IEEE Transactions on Communications, Issue 1, 2021, Page(s) 32-44, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2103.05716

Improved Soft-aided Decoding of Product Codes with Dynamic Reliability Scores

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: Journal of Lightwave Technology, Issue 22, 2022, Page(s) 7279 - 7288, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2022.3201951

End-to-End Optimization of Constellation Shaping for Wiener Phase Noise Channels With a Differentiable Blind Phase Search

Author(s): Andrej Rode; Benedikt Geiger; Shrinivas Chimmalgi; Laurent Schmalen
Published in: Journal of Lightwave Technology, Issue 1, 2023, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2023.3265308

Improved Soft-aided Decoding of Product Codes with Adaptive Performance-Complexity Trade-off

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: Proc. European Conference on Optical Communications (ECOC), 2022
Publisher: IEEE

Spiking Neural Network Decision Feedback Equalization

Author(s): Bansbach, Eike-Manuel; von Bank, Alexander; Schmalen, Laurent
Published in: 26th International ITG Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Issue 1, 2023
Publisher: VDE
DOI: 10.48550/arxiv.2211.04756

Low Rate Protograph-Based LDPC Codes for Continuous Variable Quantum Key Distribution

Author(s): Kadir Gumus; Laurent Schmalen
Published in: Proc. 17th International Symposium on Wireless Communication Systems (ISWCS), 2021, ISBN 978-1-7281-7432-7
Publisher: IEEE
DOI: 10.1109/iswcs49558.2021.9562244

Optimization of Geometric Constellation Shaping for Wiener Phase Noise Channels with Varying Channel Parameters

Author(s): Andrej Rode, Laurent Schmalen
Published in: Proc. European Conference on Optical Communications (ECOC), 2022
Publisher: IEEE

Local Message Passing on Frustrated Systems

Author(s): Schmid, Luca; Brenk, Joshua; Schmalen, Laurent
Published in: UAI '23: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, 2023, Page(s) 1387-1846
Publisher: ACM
DOI: 10.48550/arxiv.2306.01494

Improved soft-aided error-and-erasure decoding of product codes with dynamic reliability scores

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: 2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022, ISBN 978-1-55752-466-9
Publisher: IEEE
DOI: 10.1364/ofc.2022.w3h.2

Semi-Deterministic Subspace Selection for Sparse Recursive Projection-Aggregation Decoding of Reed-Muller Codes

Author(s): Voigt, Johannes; Jäkel, Holger; Schmalen, Laurent
Published in: 26th International ITG Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Issue 1, 2023, ISBN 978-3-8007-6050-3
Publisher: VDE
DOI: 10.48550/arxiv.2211.01204

Error-and-erasure Decoding of Product and Staircase Codes with Simplified Extrinsic Message Passing

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: 2022 IEEE International Symposium on Information Theory (ISIT), 2022, ISBN 978-1-6654-2159-1
Publisher: IEEE
DOI: 10.1109/isit50566.2022.9834870

Neural Belief Propagation Decoding of Quantum LDPC Codes Using Overcomplete Check Matrices

Author(s): Sisi Miao; Alexander Schnerring; Haizheng Li; Laurent Schmalen
Published in: Information Theory Workshop (ITW), Issue 1, 2023, ISBN 979-8-3503-0149-6
Publisher: IEEE
DOI: 10.1109/itw55543.2023.10161656

Introducing RSESS: An Open Source Enumerative Sphere Shaping Implementation Coded in Rust

Author(s): Frederik Ritter, Andrej Rode, Laurent Schmalen
Published in: Proceedings of the 13th GNU Radio Conference, Issue 1, 2023
Publisher: GnuRadio
DOI: 10.48550/arxiv.2402.08771

Approximate Maximum a Posteriori Carrier Phase Estimator for Wiener Phase Noise Channels using Belief Propagation

Author(s): Chimmalgi, Shrinivas; Rode, Andrej; Schmid, Luca; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2023
Publisher: VDE
DOI: 10.48550/arxiv.2307.03517

Spiking Neural Network Decision Feedback Equalization for IM/DD Systems

Author(s): Alexander von Bank; Eike-Manuel Edelmann; Laurent Schmalen
Published in: Advanced Photonics Congress, Issue 1, 2023
Publisher: Optica
DOI: 10.1364/iprsn.2023.jw2e.3

Improved Soft-aided Decoding of Product Codes with Adaptive Performance-Complexity Trade-off

Author(s): Miao, Sisi; Rapp, Lukas; Schmalen, Laurent
Published in: European Conference on Optical Communications, Issue 1, 2022, ISBN 978-1-957171-15-9
Publisher: VDE
DOI: 10.48550/arxiv.2207.04815

Deep Reinforcement Learning for Uplink Multi-Carrier Non-Orthogonal Multiple Access Resource Allocation Using Buffer State Information

Author(s): Eike-Manuel Bansbach, Yigit Kiyak, Laurent Schmalen
Published in: Proc. European Wireless 2022, 2022
Publisher: VDE ITG

Optimized Geometric Constellation Shaping for Wiener Phase Noise Channels with Viterbi-Viterbi Carrier Phase Estimation

Author(s): Rode, Andrej; Gebrehiwot, Wintana Araya; Chimmalgi, Shrinivas; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2023
Publisher: IET
DOI: 10.48550/arxiv.2307.01367

Geometric Constellation Shaping with Low-complexity Demappers for Wiener Phase-noise Channels

Author(s): Andrej Rode; Laurent Schmalen
Published in: Optical Fiber Communications Conference (OFC), Issue 1, 2023
Publisher: Optica
DOI: 10.1364/ofc.2023.th3e.3

Neural Enhancement of Factor Graph-based Symbol Detection

Author(s): Luca Schmid, Laurent Schmalen
Published in: 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), 2022, ISBN 978-1-6654-9455-7
Publisher: IEEE
DOI: 10.1109/spawc51304.2022.9834025

Structural Optimization of Factor Graphs for Symbol Detection via Continuous Clustering and Machine Learning

Author(s): Lukas Rapp; Luca Schmid; Andrej Rode; Laurent Schmalen
Published in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 1, 2023
Publisher: IEEE
DOI: 10.1109/icassp49357.2023.10096360

A Spatially Coupled LDPC Coding Scheme with Scalable Decoders for Space Division Multiplexing

Author(s): Li, Haizheng; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2023
Publisher: IET
DOI: 10.48550/arxiv.2308.01249

Geometric constellation shaping for phase-noise channels using a differentiable blind phase search

Author(s): Andrej Rode, Benedikt Geiger, Laurent Schmalen
Published in: 2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022, ISBN 978-1-55752-466-9
Publisher: IEEE
DOI: 10.1364/ofc.2022.th2a.32

Optimization of Geometric Constellation Shaping for Wiener Phase Noise Channels with Varying Channel Parameters

Author(s): Rode, Andrej; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2022
Publisher: VDE
DOI: 10.48550/arxiv.2206.12288

Searching for OpenAIRE data...

There was an error trying to search data from OpenAIRE

No results available