Publications
> Concept and experimental demonstration of optical IM/DD end-to-end system optimization using a generative model 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 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 Optics Express, 2019 DOI: 10.1364/OE.27.019650 > Spectral broadening effects in optical communication networks: impact and security issue 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 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 IEEE Transactions on Communications DOI: 10.1109/TCOMM.2018.2811811 >Impact of perturbations on nonlinear frequency-division multiplexing Journal of Lightwave Technology 2018, Invited DOI:10.1109/JLT.2018.2798412 > Digital nonlinearity compensation considering signal spectral broadening effects in dispersion-managed systems 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 Optics Express 2017 DOI:10.1364/OE.25.025353 > Digital nonlinearity compensation in high-capacity optical communication systems considering signal spectral broadening effect Nature Scientific Reports 2017 DOI:10.1038/s41598-017-12614-x > Digital nonlinearity compensation in high-capacity optical fibre communication systems: performance and optimisation Advances in Wireless and Optical Communications (RTUWO) 2017 (invited) DOI:10.1109/RTUWO.2017.8228507
