Boris Karanov

According to our database, Boris Karanov authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

On the Robustness of Deep Learning-aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge.

Chin-Hung Chen, Boris Karanov, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado

CoRR, 2024

2023

Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data.

Luan Vinícius Fiorio, Boris Karanov, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Distance-Agnostic Auto-Encoders for Short Reach Fiber Communications.

Boris Karanov, Laurent Schmalen, Alex Alvarado

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020

Optical Fiber Communication Systems Based on End-to-End Deep Learning.

Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

CoRR, 2020

Time-Domain Learned Digital Back-Propagation.

Eric Sillekens, Wenting Yi, Daniel Semrau, Alessandro Ottino, Boris Karanov, Domaniç Lavery, Lídia Galdino, Polina Bayvel, Robert I. Killey, Sujie Zhou, Kevin Law, Jack Chen

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications.

Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model.

Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Influence of Spectral Broadening on Nonlinearity Compensation in Ultra-Wideband Optical Fiber Communications.

Tianhua Xu, Jiazheng Ding, Yifan Liu, Wenxiu Hu, Boris Karanov, Nikita A. Shevchenko, Zhe Li, Tiegen Liu

Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends.

Boris Karanov, Vinícius Oliari, Mathieu Chagnon, Gabriele Liga, Alex Alvarado, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

Proceedings of the European Conference on Optical Communications, 2020

End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design.

Boris Karanov, Polina Bayvel, Laurent Schmalen

Proceedings of the European Conference on Optical Communications, 2020

2019

Experimental Demonstration of Learned Time-Domain Digital Back-Propagation.

Eric Sillekens, Wenting Yi, Daniel Semrau, Alessandro Ottino, Boris Karanov, Sujie Zhou, Kevin Law, Jack Chen, Domaniç Lavery, Lídia Galdino, Polina Bayvel, Robert I. Killey

CoRR, 2019

End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks.

Boris Karanov, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

CoRR, 2019

Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing.

Boris Karanov, Gabriele Liga, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

End-to-end Deep Learning of Optical Fiber Communications.

Boris Karanov, Mathieu Chagnon, Félix Thouin, Tobias A. Eriksson, Henning Bülow, Domaniç Lavery, Polina Bayvel, Laurent Schmalen

CoRR, 2018

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, Polina Bayvel

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Experimental Demonstration of a Dispersion Tolerant End-to-End Deep Learning-Based IM-DD Transmission System.

Mathieu Chagnon, Boris Karanov, Laurent Schmalen

Proceedings of the European Conference on Optical Communication, 2018

2017

Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber.

Zhixin Liu, Lídia Galdino, John R. Hayes, Domaniç Lavery, Boris Karanov, Daniel J. Elson, Kai Shi, Benn C. Thomsen, Marco N. Petrovich, David J. Richardson, Francesco Poletti, Radan Slavík, Polina Bayvel

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Nonlinearity Compensation and Information Rates in Fully-Loaded C-band Optical Fibre Transmission Systems.

Tianhua Xu, Nikita A. Shevchenko, Boris Karanov, Domaniç Lavery, Lídia Galdino, Alex Alvarado, Robert I. Killey, Polina Bayvel

Proceedings of the European Conference on Optical Communication, 2017