Publications

> Concept and experimental demonstration of optical IM/DD end-to-end system optimization using a generative model
B. Karanov, M. Chagnon, V. Aref, D. Lavery, P. Bayvel, and L. Schmalen
Optical Fiber Communications Conference, 2020
DOI: 10.1364/OFC.2020.Th2A.48
> Deep learning for communication over dispersive nonlinear channels: performance and comparison with classical digital signal processing
B. Karanov, G. Liga, V. Aref, D. Lavery, P. Bayvel, and L. Schmalen
Allerton Conference on Communication, Control and Computing, 2019 (invited)
DOI: 10.1109/ALLERTON.2019.8919850
> End-to-end optimized transmission over dispersive intensity-modulated channels using bidirectional recurrent neural networks
B. Karanov, D. Lavery, P. Bayvel, and L. Schmalen
Optics Express, 2019 DOI: 10.1364/OE.27.019650
> Spectral broadening effects in optical communication networks: impact and security issue
T. Xu, B. Karanov, N. A. Schevchenko,  D. Lavery, G. Liga, Z. Li, D. Jia, L. Li, L. Kanthan, R. I. Killey, and P. Bayvel
International Conference on Advanced Infocomm Technology (ICAIT), 2018 (invited)
> Nonlinearity-free coherent transmission in hollow-core antiresonant fiber
Z. Liu, B. Karanov, L. Galdino, J. Hayes, D. Lavery, K. Clark, K. Shi, D. Elson, B. Thomsen, M. Petrovich, D. Richardson, F. Poletti, R. Slavik, and P. Bayvel
Journal of Lightwave Technology 2018
DOI:10.1109/JLT.2018.2883541
>Information-theoretic tools for optical communications engineers
Erik Agrell and Marco Secondini
IEEE Photonics Conference (IPC), Reston, VA, Sept. - Oct. 2018 (invited)
>End-to-end deep learning of optical fiber communications
Boris Karanov, Mathieu Chagnon, Felix Thouin, Tobias Eriksson, Henning Bülow, Domanic Lavery, Polina Bayvel, and Laurent Schmalen
Journal of Lightwave Technology 2018
DOI:10.1109/JLT.2018.2865109
>Probabilistic eigenvalue shaping for nonlinear Fourier transform transmission
Andreas Buchberger, Alexandre Graell i Amat, Vahid Aref, and  Laurent Schmalen
Journal of Lightwave Technology 2018
DOI:10.1109/JLT.2018.2854760
>400 Gbps dual-polarisation non-linear frequency-division multiplexed transmission with b-modulation
Xianhe Yangzhang, Vahid Aref, Son T. Le, Henning Bülow, and Polina Bayvel
European Conference on Optical Communication (ECOC) 2018, accepted for presentation
DOI: 10.1109/ECOC.2018.8535128
>Spectral broadening of Gaussian process in optical fibre and implication on the spectral efficiency
Xianhe Yangzhang, Vahid Aref, Domanic Lavery, and Polina Bayvel
European Conference on Optical Communication (ECOC) 2018, accepted for presentation
DOI: 10.1109/ECOC.2018.8535584
>Experimental demonstration of a dispersion tolerant end-to-end deep learning-based IM-DD transmission system
Mathieu Chagnon, Boris Karanov, and Laurent Schmalen
European Conference on Optical Communication (ECOC) 2018, accepted for presentation
DOI: 10.1109/ECOC.2018.8535165
>A low-complexity near-optimal detector for multispan zero-dispersion fiber-optic channels
Morteza Tavana, Kamran Keykhosravi, Vahid Aref, Erik Agrell
European Conference on Optical Communication (ECOC) 2018, accepted for presentation
DOI: 10.1109/ECOC.2018.8535237
>Demodulation and detection schemes for a memoryless optical WDM channel
Kamran Keykhosravi, Morteza Tavana, Erik Agrell, and Guiseppe Durisi
IEEE Transactions on Communications
DOI: 10.1109/TCOMM.2018.2811811
>Impact of perturbations on nonlinear frequency-division multiplexing
Xianhe Yangzhang, Domaniç Lavery, Polina Bayvel, and  Mansoor I. Yousefi
Journal of Lightwave Technology 2018, Invited
DOI:10.1109/JLT.2018.2798412
> Digital nonlinearity compensation considering signal spectral broadening effects in dispersion-managed systems
Boris Karanov, Tianhua Xu, Nikita A. Shevchenko, Domaniç Lavery, Gabriele Liga, Robert I. Killey, and Polina Bayvel
Optical Fiber Communication Conference (OFC) 2018
DOI: 10.1364/OFC.2018.W2A.58
> Span length and information rate optimisation in optical transmission systems using single-channel digital backpropagation
Boris Karanov, Tianhua Xu, Nikita A. Shevchenko, Domaniç Lavery, Robert I. Killey, and Polina Bayvel
Optics Express 2017
DOI:10.1364/OE.25.025353
> Digital nonlinearity compensation in high-capacity optical communication systems considering signal spectral broadening effect
Tianhua Xu, Boris Karanov, Nikita A. Shevchenko, Domaniç Lavery, Gabriele Liga, Robert I. Killey, and Polina Bayvel
Nature Scientific Reports 2017
DOI:10.1038/s41598-017-12614-x
> Digital nonlinearity compensation in high-capacity optical fibre communication systems: performance and optimisation
Tianhua Xu,  Nikita A. Shevchenko, Boris Karanov, Gabriele Liga, Domaniç Lavery, Robert I. Killey, and Polina Bayvel
Advances in Wireless and Optical Communications (RTUWO) 2017 (invited)
DOI:10.1109/RTUWO.2017.8228507

This project has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie-Skłodowska-Curie grant agreement No.676448  flag yellow high