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Fibre optic nonlinear technologies

Deliverables

Declarations of Conformity submitted to EC

Declarations of Conformity submitted to EC

Open-to-all Workshop 1 (OTAW I) (details on courses provided and ESR attendance record)

Open-to-all Workshop 1 (OTAW I) (details on courses provided and ESR attendance record)

Numerical and experimental validation of the robust modulation formats

Numerical and experimental validation of the robust modulation formats

Multi-user communication and information theory

Multi-user communication and information theory

Open-to-all Workshop III (OTAW III) (details on courses provided and ESR attendance record)

Open-to-all Workshop III (OTAW III) (details on courses provided and ESR attendance record)

Numerical verification advanced modulation techniques

Numerical verification advanced modulation techniques

Review and optimization results for the NIS NFT-based systems

Review and optimization results for the NIS NFT-based systems

System identification and parameter estimation

System identification and parameter estimation

Report on the major impairments in NFT-based transmission

Report on the major impairments in NFT-based transmission

Open-to-all Workshop II (OTAW II) (details on courses provided and ESR attendance record)

Open-to-all Workshop II (OTAW II) (details on courses provided and ESR attendance record)

Transmission regime definition and plan of experiments

Transmission regime definition and plan of experiments

Interim report on publications and public engagement activities completed

Interim report on publications and public engagement activities completed

New modulation techniques for NFT systems

New modulation techniques for NFT systems

Principles of linear and nonlinear frequency-division multiplexing

Principles of linear and nonlinear frequency-division multiplexing

Survey of machine learning algorithms for optical performance monitoring

Survey of machine learning algorithms for optical performance monitoring

Software implementations of the developed robust NFT algorithms

Software implementations of the developed robust NFT algorithms

2nd year FONTE workshop(details on courses provided and ESR attendance record)

2nd year FONTE workshop(details on courses provided and ESR attendance record)

1st year FONTE workshop and TSW I (details on courses provided)

1st year FONTE workshop and TSW I (details on courses provided)

Performance analysis of monitoring techniques based on machine learning

Performance analysis of monitoring techniques based on machine learning

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Publications

Experimental Investigation of Optoelectronic Receiver With Reservoir Computing in Short Reach Optical Fiber Communications

Author(s): Stenio M. Ranzini, Roman Dischler, Francesco Da Ros, Henning Bulow, Darko Zibar
Published in: Journal of Lightwave Technology, Issue 39/8, 2021, Page(s) 2460-2467, ISSN 0733-8724
DOI: 10.1109/jlt.2021.3049473

Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

Author(s): Pedro J. Freire, Vladislav Neskorniuk, Antonio Napoli, Bernhard Spinnler, Nelson Costa, Ginni Khanna, Emilio Riccardi, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724
DOI: 10.1109/jlt.2020.3042414

Tunable Optoelectronic Chromatic Dispersion Compensation Based on Machine Learning for Short-Reach Transmission

Author(s): Stenio M. Ranzini, Francesco Da Ros, Henning Bülow, Darko Zibar
Published in: Applied Sciences, Issue 9/20, 2019, Page(s) 4332, ISSN 2076-3417
DOI: 10.3390/app9204332

Reservoir-computing based equalization with optical pre-processing for short-reach optical transmission

Author(s): Francesco Da Ros, Stenio M. Ranzini, Henning Buelow, Darko Zibar
Published in: IEEE Journal of Selected Topics in Quantum Electronics, 2020, Page(s) 1-1, ISSN 1077-260X
DOI: 10.1109/JSTQE.2020.2975607

Exact NFDM Transmission in the Presence of Fiber-Loss

Author(s): Vinod Bajaj, Shrinivas Chimmalgi, Vahid Aref, Sander Wahls
Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724
DOI: 10.1109/JLT.2020.2984041

Experimental Demonstration of Optoelectronic Equalization for Short-reach Transmission with Reservoir Computing

Author(s): Stenio M. Ranzini, Roman Dischler, Francesco da Ros, Henning Bulow, Darko Zibar
Published in: 2020 European Conference on Optical Communications (ECOC), 2020, Page(s) 1-4
DOI: 10.1109/ecoc48923.2020.9333372

Machine-learning-based equalization for short-reach transmission: neural networks and reservoir computing

Author(s): Francesco Da Ros, Stenio Ranzini, Roman Dischler, Ali Cem, Vahid Aref, Henning Bülow, Darko Zibar
Published in: Metro and Data Center Optical Networks and Short-Reach Links IV, Issue 11712, 2021, Page(s) 2
DOI: 10.1117/12.2583011

Joint Low-Complexity Opto-Electronic Chromatic Dispersion Compensation for Short-Reach Transmission

Author(s): Stenio M. Ranzini, Francesco Da Ros, Darko Zibar
Published in: 2019 IEEE Photonics Conference (IPC), 2019, Page(s) 1-2
DOI: 10.1109/IPCon.2019.8908278

Exact nonlinear frequency division multiplexing in lossy fibers

Author(s): V. Bajaj, S. Chimmalgi, V. Aref, S. Wahls
Published in: 45th European Conference on Optical Communication (ECOC 2019), 2019, Page(s) 206 (4 pp.)-206 (4 pp.)
DOI: 10.1049/cp.2019.0940

Optoelectronic signal processing for chromatic dispersion mitigation in direct detection systems

Author(s): Stenio Magalhães Ranzini (Invited author), Francesco Da Ros (Invited author), Henning Bülow (Invited author), Darko Zibar (Invited author)
Published in: Proceedings of 22nd International Conference on Transparent Optical Networks (ICTON), 2020
DOI: 10.5281/zenodo.3982018

Optical Neural Network and Reservoir Computing for Optical Fiber Communications

Author(s): Ranzini, Stenio Magalhães; Ros, Francesco Da; Bülow, Henning; Zibar, Darko
Published in: 2019
DOI: 10.5281/zenodo.3560602

Tunable Optoelectronic Chromatic Dispersion Compensation Based on Machine Learning for Short-Reach Transmission.

Author(s): Ranzini, Stenio Magalhães; Ros, Francesco Da; Bülow, Henning; Zibar, Darko
Published in: 2019
DOI: 10.5281/zenodo.3557203

Neural Network based Hybrid Optical Digital Equalization for Short-reach Transmission

Author(s): Francesco Da Ros; Stenio M. Ranzini; Hennning Bülow; Darko Zibar
Published in: Issue 1, 2019
DOI: 10.5281/zenodo.3742852

Exact NFDM in Lossy Fibers

Author(s): Bajaj, Vinod; Chimmalgi, Shrinivas; Aref, Vahid; Wahls, Sander
Published in: Issue 2, 2019
DOI: 10.5281/zenodo.3743438

Exact NFDM Transmission in the Presence of Fiber-Loss

Author(s): Bajaj, Vinod; Chimmalgi, Shrinivas; Aref, Vahid; Wahls, Sander
Published in: Issue 1, 2020
DOI: 10.5281/zenodo.3743456