Communication Using the Nonlinear Fourier Transform

Project Information

COMNFT

Grant agreement ID: 805195

DOI

10.3030/805195

EC signature date 4 September 2018

Start date 1 May 2019

End date 30 April 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 499 180,00

EU contribution

€ 1 499 180,00

Coordinated by

INSTITUT MINES-TELECOM
France

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

Peer reviewed articles (5)

Lower bound on the capacity of the continuous-space SSFM model of optical fiber

Author(s): M. Sefidgaran and M. Yousefi
Published in: IEEE Transactions on Information Theory, Issue vol. 68, no. 4, 2022, Page(s) 2460--2478, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3139179

Equalization in dispersion-managed systems using learned digital back-propagation

Author(s): Mohannad Abu-romoh; Nelson Costa; Yves Jaouën; Antonio Napoli; João Pedro; Bernhard Spinnler; Mansoor Yousefi
Published in: Optics Continuum, Issue 1, 2023, ISSN 2770-0208
Publisher: Optica Publishing Group
DOI: 10.1364/optcon.497117

Capacity-Achieving Input Distribution in Per-Sample Zero-Dispersion Model of Optical Fiber

Author(s): J. Fahs, A. Tchamkerten, M. I. Yousefi,
Published in: IEEE Transactions on Information Theory, Issue vol. 67, no. 9, 2021, Page(s) 5840--5852, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3095411

Linear and Nonlinear Frequency-Division Multiplexing

Author(s): M. Yousefi, X. Yangzhang
Published in: IEEE Transactions on Information Theory, Issue vol. 66, no. 1, 2020, Page(s) 478--495, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2019.2941479

Quantization of Neural Network Equalizers in Optical Fiber Transmission Experiments

Author(s): Darweesh, Jamal; Costa, Nelson; Napoli, Antonio; Spinnler, Bernhard; Jaouen, Yves; Yousefi, Mansoor
Published in: IEEE Journal of Lightwave Technology, Issue 1, 2024, ISSN 0000-0000
Publisher: IEEE
DOI: 10.48550/arxiv.2310.05950

Thesis and dissertations (2)

Quantization of Neural Network Equalizers in Optical Fiber Transmission Experiments

Author(s): Jamal Darweesh, Yves Jaouen, Mansoor Yousefi
Published in: 2023
Publisher: HAL

Equalization in Optical Fiber Communication Using Model-based Neural Networks

Author(s): Mohannad Abu-Romoh, Yves Jaouen, Mansoor Yousefi
Published in: 2024
Publisher: HAL

Conference proceedings (7)

Low Complexity Convolutional Neural Networks for Equalization in Optical Fiber Transmission

Author(s): Mohannad Abu-romoh, Nelson Costa, Antonio Napoli, João Pedro, Yves Jaouen, Mansoor Yousefi
Published in: Advanced Photonics Congress, 2021
Publisher: Optical Society of America
DOI: 10.1364/sppcom.2021.spm5c.5

Successive Quantization of the Neural Network Equalizers in Optical Fiber Communication

Author(s): Jamal Darweesh, Nelson Costa, Yves Jaouen, Antonio Napoli, Joao Pedro, Bernhard Spinnler, Mansoor Yousefi
Published in: IEEE Opto-Electronics and Communications Conference (OECC), 2023, ISBN 978-1-6654-6213-6
Publisher: IEEE
DOI: 10.1109/oecc56963.2023.10209923

Learned Digital Back-Propagation for Dual-Polarization Dispersion Managed Systems

Author(s): Mohannad Abu-romoh, Nelson Costa, Antonio Napoli, Bernhard Spinnler, Yves Jaouen, Mansoor Yousefi
Published in: IEEE/Optica European Conference on Optical Communication (ECOC), 2022, ISBN 978-1-957171-15-9
Publisher: IEEE
DOI: 10.48550/arxiv.2205.11376

On the Optimal Input of the Nondispersive Optical Fiber

Author(s): J. Fahs, A. Tchamkerten, M. I. Yousefi
Published in: IEEE International Symposium on Information Theory, 2019, Page(s) 131--135, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/isit.2019.8849407

Approximating Probability Distributions by ReLU Networks

Author(s): M. Mukherjee, A. Tchamkerten, M. Yousefi
Published in: IEEE Information Theory Workshop, 2021, Page(s) 1--5, ISBN 978-1-7281-5962-1
Publisher: IEEE
DOI: 10.1109/itw46852.2021.9457598

On the capacity of the continuous-space SSFM model of optical fiber

Author(s): M. Sefidgaran and M. Yousefi
Published in: IEEE Information Theory Workshop, 2021, Page(s) 1--5, ISBN 978-1-7281-5962-1
Publisher: IEEE
DOI: 10.1109/itw46852.2021.9457619

Few-bit Quantization of Neural Networks for Nonlinearity Mitigation in a Fiber Transmission Experiments

Author(s): Jamal Darweesh, Nelson Costa, Antonio Napoli, Bernhard Spinnler, Yves Jaouen, Mansoor Yousefi
Published in: IEEE European Conference on Optical Communication (ECOC), 2022, ISBN 978-1-957171-15-9
Publisher: IEEE/OSA
DOI: 10.48550/arxiv.2205.11284