Photo of Maryna Pankratova
    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    20092019
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    Research Output 2009 2019

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    Conference contribution
    2019

    Artificial neural network-based equaliser in the nonlinear fourier domain for fibre-optic communication applications

    Kamalian-Kopae, M., Vasylchenkova, A., Kotlyar, O., Pankratova, M., Prilepsky, J. & Turitsyn, S., 17 Oct 2019, 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019. IEEE, 8871832

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Equalizers
    Fiber optics
    fiber optics
    Fourier transforms
    communication

    Signal-dependent noise for b-modulation NFT-based transmission

    Vasylchenkova, A., Pankratova, M., Prilepsky, J. E., Chichkov, N. B. & Turitsyn, S. K., 17 Oct 2019, 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019. IEEE, 8872660

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    Fourier transforms
    Modulation
    modulation
    signal distortion
    scattering coefficients

    Study of Noise-Induced Signal Corruption for Nonlinear Fourier-Based Optical Transmission

    Pankratova, M., Vasylchenkova, A., Prilepsky, J. E. & Derevyanko, S. A., 4 Mar 2019, 2018 British and Irish Conference on Optics and Photonics, BICOP 2018 - Proceedings. IEEE, 8658308

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    Light transmission
    Fourier transforms
    Communication systems
    Signal processing
    Modulation

    Unsupervised and supervised machine learning for performance improvement of NFT optical transmission

    Kotlyar, O., Pankratova, M., Kamalian Kopae, M., Vasylchenkova, A., Prilepsky, J. E. & Turitsyn, S. K., 4 Mar 2019, 2018 British and Irish Conference on Optics and Photonics, BICOP 2018 - Proceedings. IEEE, 8658274

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    machine learning
    Light transmission
    Support vector machines
    Learning systems
    quadrature amplitude modulation
    2018

    Properties of the effective noise in the nonlinear Fourier transform-based transmission

    Pankratova, M., Vasylchenkova, A., Prilepsky, J. E. & Derevyanko, S. A., 16 Sep 2018, Frontiers in Optics / Laser Science: OSA Technical Digest (Optical Society of America, 2018). Optical Society of America, JW3A.83

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    telecommunication
    predictions