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CORDIS

Coding for terabit-per-second fiber-optical communications

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Miscorrection-free Decoding of Staircase Codes (opens in new window)

Author(s): Christian Hager, Henry D. Pfister
Published in: 2017 European Conference on Optical Communication (ECOC), 2017, Page(s) 1-3, ISBN 978-1-5386-5624-2
Publisher: IEEE
DOI: 10.1109/ecoc.2017.8345919

ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters (opens in new window)

Author(s): Christoffer Fougstedt, Christian Hager, Lars Svensson, Henry D. Pfister, Per Larsson-Edefors
Published in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9
Publisher: IEEE
DOI: 10.1109/ecoc.2018.8535430

What Can Machine Learning Teach Us about Communications? (opens in new window)

Author(s): Mengke Lian, Christian Hager, Henry D. Pfister
Published in: 2018 IEEE Information Theory Workshop (ITW), 2018, Page(s) 1-5, ISBN 978-1-5386-3599-5
Publisher: IEEE
DOI: 10.1109/itw.2018.8613331

Wideband Time-Domain Digital Backpropagation via Subband Processing and Deep Learning (opens in new window)

Author(s): Christian Hager, Henry D. Pfister
Published in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9
Publisher: IEEE
DOI: 10.1109/ecoc.2018.8535251

Decoding Reed-Muller Codes Using Minimum- Weight Parity Checks (opens in new window)

Author(s): Elia Santi, Christian Hager, Henry D. Pfister
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 1296-1300, ISBN 978-1-5386-4781-3
Publisher: IEEE
DOI: 10.1109/isit.2018.8437637

Learned Belief-Propagation Decoding with Simple Scaling and SNR Adaptation (opens in new window)

Author(s): Mengke Lian, Fabrizio Carpi, Christian Hager, Henry D. Pfister
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 161-165, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/isit.2019.8849419

Deep Learning of the Nonlinear Schrödinger Equation in Fiber-Optic Communications (opens in new window)

Author(s): Christian Hager, Henry D. Pfister
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 1590-1594, ISBN 978-1-5386-4781-3
Publisher: IEEE
DOI: 10.1109/isit.2018.8437734

On Low-Complexity Decoding of Product Codes for High-Throughput Fiber-Optic Systems (opens in new window)

Author(s): Alireza Sheikh, Alexandre Graell i Amat, Gianluigi Liva, Christian Hager, Henry D. Pfister
Published in: 2018 IEEE 10th International Symposium on Turbo Codes & Iterative Information Processing (ISTC), 2018, Page(s) 1-5, ISBN 978-1-5386-7048-4
Publisher: IEEE
DOI: 10.1109/istc.2018.8625279

Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder Learning (opens in new window)

Author(s): Shen Li, Christian Hager, Nil Garcia, Henk Wymeersch
Published in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9
Publisher: IEEE
DOI: 10.1109/ecoc.2018.8535456

Nonlinear Interference Mitigation via Deep Neural Networks (opens in new window)

Author(s): Christian Häger, Henry D. Pfister
Published in: Optical Fiber Communication Conference, 2018, Page(s) W3A.4, ISBN 978-1-943580-38-5
Publisher: OSA
DOI: 10.1364/ofc.2018.w3a.4

Revisiting Multi-Step Nonlinearity Compensation with Machine Learning

Author(s): Häger, Christian; Pfister, Henry D.; Bütler, Rick M.; Liga, Gabriele; Alvarado, Alex
Published in: European Conference on Optical Communication (ECOC), 2019
Publisher: OSA

End-to-End Learning of Geometrical Shaping Maximizing Generalized Mutual Information (opens in new window)

Author(s): Kadir Gümüş, Alex Alvarado, Bin Chen, Christian Häger, Erik Agrell
Published in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) W3D.4, ISBN 978-1-943580-71-2
Publisher: OSA
DOI: 10.1364/ofc.2020.w3d.4

Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding (opens in new window)

Author(s): Fabrizio Carpi, Christian Hager, Marco Martalo, Riccardo Raheli, Henry D. Pfister
Published in: 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2019, Page(s) 922-929, ISBN 978-1-7281-3151-1
Publisher: IEEE
DOI: 10.1109/ALLERTON.2019.8919799

Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation (opens in new window)

Author(s): Christian Häger, Henry D. Pfister, Rick M. Bütler, Gabriele Liga, Alex Alvarado
Published in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) W3D.3, ISBN 978-1-943580-71-2
Publisher: OSA
DOI: 10.1364/ofc.2020.w3d.3

Decoding Reed-Muller Codes Using Redundant Code Constraints

Author(s): Mengke Lian; Christian Häger; Henry D. Pfister
Published in: IEEE International Symposium on Information Theory - Proceedings, 2020
Publisher: IEEE

Pruning Neural Belief Propagation Decoders

Author(s): Andreas Buchberger; Christian Häger; Henry D. Pfister; Laurent Schmalen; Alexandre Graell i Amat
Published in: Proc. IEEE Int. Symp. on Information Theory (ISIT), 2020
Publisher: IEEE

Approaching Miscorrection-Free Performance of Product Codes With Anchor Decoding (opens in new window)

Author(s): Christian Hager, Henry D. Pfister
Published in: IEEE Transactions on Communications, Issue 66/7, 2018, Page(s) 2797-2808, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2816073

Learning Physical-Layer Communication With Quantized Feedback (opens in new window)

Author(s): Jinxiang Song, Bile Peng, Christian Hager, Henk Wymeersch, Anant Sahai
Published in: IEEE Transactions on Communications, Issue 68/1, 2020, Page(s) 645-653, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2019.2951563

Revisiting Efficient Multi-Step Nonlinearity Compensation with Machine Learning: An Experimental Demonstration (opens in new window)

Author(s): Vinicius Oliari, Sebastiaan Goossens, Christian Hager, Gabriele Liga, Rick M. Butler, Menno van den Hout, Sjoerd van der Heide, Henry D. Pfister, Chigo M. Okonkwo, Alex Alvarado
Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2020.2994220

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