Coding for Optical communications In the Nonlinear regime

Deliverables

Documents, reports (9)

Consolidated state of the art surveys (ESRs 3-4) and individual research proposals

This report, under their IS,AS and AcS supervision, engages the ESRs in a deep study of the field and enables them to identify open problems and methods leading to the COIN goals.

Report on results of experimental verification

This deliverable reports the outcomes of all experiments carried out throughout COIN and discusses the results with respect to possible applicability in future commercial lightwave systems.

Transmission regimes & plan of experiments

This report gives an overview about different transmission regimes and discusses the applicability of the regimes for the envisioned methods. Based on this applicability, a plan of experiments will be drafted.

Research report I: WP1

This report outlines the progress in research of each ESR, achievements in relations to the plan, and identifies the way ahead.

Research report I: WP2

This report outlines the progress in research of each ESR, achievements in relations to the plan, and identifies the way ahead.

Research report II: WP1

This report outlines the progress in research of each ESR, achievements in relations to the plan, and identifies the way ahead.

Consolidated state of the art surveys (ESRs 1-2) and individual research proposals

This report, under their IS,AS and AcS supervision, engages the ESRs in a deep study of the field and enables them to identify open problems and methods leading to the COIN goals.

Research report II: WP2

This report outlines the progress in research of each ESR, achievements in relations to the plan, and identifies the way ahead.

Dissemination and public engagement activities plan

The plan provides specific procedures for disseminating the project results to the scientific and industrial community, and how to engage the general public.

Other (3)

Supervisory Board of the network

Setting up the supervisory Board of the network

Technical Training on Ethics for all ESRs [M6] is a training on potential dual use implications and societal risks. Subsequent reports will follow in month 24 and 36.

Yearly report on dissemination and public engagement activities

The report describes and evaluates the dissemination, public and industrial outreach activities carried out.

Publications

Conference proceedings (9)

Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems

Author(s): Boris Karanov, Tianhua Xu, Nikita A. Shevchenko, Domaniç Lavery, Gabriele Liga, Robert I. Killey, Polina Bayvel
Published in: Optical Fiber Communication Conference, 2018, Page(s) W2A.58, ISBN 978-1-943580-38-5
Publisher: OSA
DOI: 10.1364/OFC.2018.W2A.58

Digital nonlinearity compensation in high-capacity optical fibre communication systems: Performance and optimisation

Author(s): Tianhua Xu, Nikita A. Shevchenko, Boris Karanov, Gabriele Liga, Domanic Lavery, Robert I. Killey, Polina Bayvel
Published in: 2017 Advances in Wireless and Optical Communications (RTUWO), 2017, Page(s) 67-72, ISBN 978-1-5386-0585-1
Publisher: IEEE
DOI: 10.1109/RTUWO.2017.8228507

Nonlinear Frequency-Division Multiplexing in the Focusing Regime

Author(s): Xianhe Yangzhang, Mansoor Yousefi, Alex Alvarado, Domanic Lavery, Polina Bayvel
Published in: Optical Fiber Communication Conference, 2017, Page(s) Tu3D.1, ISBN 978-1-943580-23-1
Publisher: OSA
DOI: 10.1364/OFC.2017.Tu3D.1

Record High Capacity (6.8 Tbit/s) WDM Coherent Transmission in Hollow-Core Antiresonant Fiber

Author(s): Z. Liu, L. Galdino, J.R. Hayes, D. Lavery, B. Karanov, D.J. Elson, K. Shi, B.C. Thomsen, M.N. Petrovich, D.J. Richardson, F. Poletti, R. Slavík, P. Bayvel
Published in: Optical Fiber Communication Conference Postdeadline Papers, 2017, Page(s) Th5B.8, ISBN 978-1-943580-24-8
Publisher: OSA
DOI: 10.1364/OFC.2017.Th5B.8

Nonlinearity compensation and information rates in fully-loaded C-band optical fibre transmission systems

Author(s): Tianhua Xu, Nikita A. Shevchenko, Boris Karanov, Domaniç Lavery, Lidia Galdino, Alex Alvarado, Robert I. Killey, and Polina Bayvel
Published in: 2017
Publisher: European Conference on Optical Communications (ECOC)

Experimental Demonstration of a Dispersion Tolerant End-to-End Deep Learning-Based IM-DD Transmission System

Author(s): Mathieu Chagnon, Boris Karanov, Laurent Schmalen
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.2018.8535165

Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model

Author(s): Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Published in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) Th2A.48, ISBN 978-1-943580-71-2
Publisher: OSA
DOI: 10.1364/ofc.2020.th2a.48

Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing

Author(s): Boris Karanov, Gabriele Liga, Vahid Aref, Domanic Lavery, Polina Bayvel, Laurent Schmalen
Published in: 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2019, Page(s) 192-199, ISBN 978-1-7281-3151-1
Publisher: IEEE
DOI: 10.1109/allerton.2019.8919850

A Low-Complexity Near-Optimal Detector for Multispan Zero-Dispersion Fiber-Optic Channels

Author(s): Morteza Tavana, Kamran Keykhosravi, Vahid Aref, Erik Agrell
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.2018.8535237

Peer reviewed articles (8)

Impact of Perturbations on Nonlinear Frequency-Division Multiplexing

Author(s): Xianhe Yangzhang, Domanic Lavery, Polina Bayvel, Mansoor I. Yousefi
Published in: Journal of Lightwave Technology, 36/2, 2018, Page(s) 485-494, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/JLT.2018.2798412

"Dual-Polarization Non-Linear Frequency-Division Multiplexed Transmission With <inline-formula> <tex-math notation=""LaTeX"">$b$</tex-math> </inline-formula>-Modulation"

Author(s): Xianhe Yangzhang, Vahid Aref, Son Thai Le, Henning Buelow, Domanic Lavery, Polina Bayvel
Published in: Journal of Lightwave Technology, 37/6, 2019, Page(s) 1570-1578, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2019.2902961

End-to-End Deep Learning of Optical Fiber Communications

Author(s): Boris Karanov, Mathieu Chagnon, Felix Thouin, Tobias A. Eriksson, Henning Bulow, Domanic Lavery, Polina Bayvel, Laurent Schmalen
Published in: Journal of Lightwave Technology, 36/20, 2018, Page(s) 4843-4855, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/JLT.2018.2865109

Nonlinearity-Free Coherent Transmission in Hollow-Core Antiresonant Fiber

Author(s): Zhixin Liu, Marco N. Petrovich, David J. Richardson, Francesco Poletti, Radan Slavik, Polina Bayvel, Boris Karanov, Lidia Galdino, John R. Hayes, Domanic Lavery, Kari Clark, Kai Shi, Daniel J. Elson, Benn Charles Thomsen
Published in: Journal of Lightwave Technology, 37/3, 2019, Page(s) 909-916, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2018.2883541

Experimental Demonstration of Dual-Polarization NFDM Transmission With $b$ -Modulation

Author(s): Xianhe Yangzhang, Son Thai Le, Vahid Aref, Henning Buelow, Domanic Lavery, Polina Bayvel
Published in: IEEE Photonics Technology Letters, 31/11, 2019, Page(s) 885-888, ISSN 1041-1135
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lpt.2019.2911600

End-to-end optimized transmission over dispersive intensity-modulated channels using bidirectional recurrent neural networks

Author(s): Boris Karanov, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Published in: Optics Express, 27/14, 2019, Page(s) 19650, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/OE.27.019650

Demodulation and Detection Schemes for a Memoryless Optical WDM Channel

Author(s): Kamran Keykhosravi, Morteza Tavana, Erik Agrell, Giuseppe Durisi
Published in: IEEE Transactions on Communications, 66/7, 2018, Page(s) 2994-3005, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2811811

Probabilistic Eigenvalue Shaping for Nonlinear Fourier Transform Transmission

Author(s): Andreas Buchberger, Alexandre Graell i Amat, Vahid Aref, Laurent Schmalen
Published in: Journal of Lightwave Technology, 36/20, 2018, Page(s) 4799-4807, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2018.2854760