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, Issue 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, Issue 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, Issue 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, Issue 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, Issue 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, Issue 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, Issue 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, Issue 36/20, 2018, Page(s) 4799-4807, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2018.2854760 Searching for OpenAIRE data... 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