Boris Karanov
Title
Cited by
Cited by
Year
End-to-End Deep Learning of Optical Fiber Communications
B Karanov, M Chagnon, F Thouin, TA Eriksson, H Bülow, D Lavery, ...
IEEE/OSA Journal of Lightwave Technology 36 (20), 4843 - 4855, 2018
1392018
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks
B Karanov, D Lavery, P Bayvel, L Schmalen
OSA Optics Express 27 (14), 19650-19663, 2019
312019
Digital nonlinearity compensation in high-capacity optical communication systems considering signal spectral broadening effect
T Xu, B Karanov, M Shevchenko, D Lavery, G Liga, R Killey, P Bayvel
Nature Scientific Reports 7, 12986, 2017
192017
Experimental demonstration of a dispersion tolerant end-to-end deep learning-based IM-DD transmission system
M Chagnon, B Karanov, L Schmalen
European Conference on Optical Communication (ECOC), Tu4F.6, 2018
182018
Nonlinearity-free Coherent Transmission in Hollow-Core Antiresonant Fiber
Z Liu, BP Karanov, L Galdino, JR Hayes, D Lavery, K Clark, BC Thomsen, ...
IEEE/OSA Journal of Lightwave Technology 37 (3), 909-916, 2018
132018
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, L Schmalen
Optical Fiber Communication Conference (OFC), Th2A.48, 2020
102020
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, L Schmalen
Allerton Conference on Communication, Control, and Computing, WeB2.5, Invited, 2019
102019
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications
B Karanov, M Chagnon, V Aref, F Ferreira, D Lavery, P Bayvel, ...
IEEE International Workshop on Signal Processing Systems (SiPS), 1-6, Invited, 2020
72020
Span length and information rate optimisation in optical transmission systems using single-channel digital backpropagation
B Karanov, T Xu, N Shevchenko, D Lavery, R Killey, P Bayvel
OSA Optics Express 25 (21), 25353-25362, 2017
62017
Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber
Z Liu, L Galdino, JR Hayes, D Lavery, B Karanov, DJ Elson, K Shi, ...
Optical Fiber Communication Conference (OFC), Th5B. 8, 2017
42017
Spectral Broadening Effects in Optical Communication Networks: Impact and Security Issue
T Xu, B Karanov, NA Shevchenko, D Lavery, G Liga, Z Li, D Jia, L Li, ...
International Conference on Advanced Infocomm Technology (ICAIT), Invited, 2018
32018
Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems
B Karanov, T Xu, NA Shevchenko, D Lavery, G Liga, R Killey, P Bayvel
Optical Fiber Communication Conference (OFC), W2A. 58, 2018
32018
Nonlinearity compensation and information rates in fully-loaded C-band optical fibre transmission systems
T Xu, NA Shevchenko, B Karanov, D Lavery, L Galdino, A Alvarado, ...
European Conference on Optical Communication (ECOC), P2.SC6.30, 2017
32017
End-to-end learning in optical fiber communications: Concept and transceiver design
B Karanov, P Bayvel, L Schmalen
2020 European Conference on Optical Communications (ECOC), 1-4, 2020
22020
Time-domain learned digital back-propagation
E Sillekens, W Yi, D Semrau, A Ottino, B Karanov, D Lavery, L Galdino, ...
2020 IEEE Workshop on Signal Processing Systems (SiPS), 1-4, 2020
22020
Optical Fiber Communication Systems Based on End-to-End Deep Learning
B Karanov, M Chagnon, V Aref, D Lavery, P Bayvel, L Schmalen
IEEE Photonics Conference (IPC), 1-2, Invited, 2020
22020
Experimental demonstration of learned time-domain digital back-propagation
E Sillekens, W Yi, D Semrau, A Ottino, B Karanov, S Zhou, K Law, J Chen, ...
arXiv preprint arXiv:1912.12197, 2019
22019
Digital Back Propagation via Sub-Band Processing in Spatial Multiplexing Systems
FM Ferreira, E Sillekens, B Karanov, R Killey
Journal of Lightwave Technology 39 (4), 1020-1026, 2021
2021
End-to-End Deep Learning in Optical Fibre Communication Systems
B Karanov
UCL (University College London), 2020
2020
End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends
B Karanov, V Oliari, M Chagnon, G Liga, A Alvarado, V Aref, D Lavery, ...
2020 European Conference on Optical Communications (ECOC), 1-4, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–20