Boris Karanov

32 papers B 1Misc 1Journal 16Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Blind Equalization in Dynamic PMD Channels Using Variational Autoencoders with LSTM.
OFC
José Nupsilonñez-Kasaneva, Boris Karanov, Alex Alvarado, Gabriele Liga
2025 J jnl
Hybrid Real- and Complex-valued Neural Network Architecture.
CoRR
Alex Young, Luan Vinícius Fiorio, Bo Yang, Boris Karanov, Wim J. van Houtum, Ronald M. Aarts
2025 — conf
Robust Blind Channel Estimation for Bursty Impulsive Noise with a Constrained EM Approach.
VTC2025-Spring
Chin-Hung Chen, Ivana Nikoloska, Wim J. van Houtum, Yan Wu, Boris Karanov, Alex Alvarado
2025 J jnl
Robust Blind Channel Estimation for Bursty Impulsive Noise with a Constrained EM Approach.
CoRR
Chin-Hung Chen, Ivana Nikoloska, Wim J. van Houtum, Yan Wu, Boris Karanov, Alex Alvarado
2024 J jnl
Analysis of Impulsive Interference in Digital Audio Broadcasting Systems in Electric Vehicles.
CoRR
Chin-Hung Chen, Wen-Hung Huang, Boris Karanov, Alex Young, Yan Wu, Wim J. van Houtum
2024 J jnl
Data-Driven Symbol Detection for Intersymbol Interference Channels with Bursty Impulsive Noise.
CoRR
Boris Karanov, Chin-Hung Chen, Yan Wu, Alex Young, Wim J. van Houtum
2024 J jnl
Modified Baum-Welch Algorithm for Joint Blind Channel Estimation and Turbo Equalization.
CoRR
Chin-Hung Chen, Boris Karanov, Ivana Nikoloska, Wim J. van Houtum, Yan Wu, Alex Alvarado
2024 B conf
On the Robustness of Deep Learning-Aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge.
WCNC
Chin-Hung Chen, Boris Karanov, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado
2024 J jnl
On the Robustness of Deep Learning-aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge.
CoRR
Chin-Hung Chen, Boris Karanov, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado
2024 J jnl
Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement.
IEEE Access
Luan Vinícius Fiorio, Boris Karanov, Bruno Defraene, Johan David, Frans Widdershoven, Wim J. van Houtum, Ronald M. Aarts
2024 J jnl
Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement.
CoRR
Luan Vinícius Fiorio, Boris Karanov, Bruno Defraene, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts
2024 J jnl
Turbo Receiver Design with Joint Detection and Demapping for Coded Differential BPSK in Bursty Impulsive Noise Channels.
CoRR
Chin-Hung Chen, Boris Karanov, Wim van Houtom, Yan Wu, Alex Alvarado
2023 Misc conf
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data.
ICASSP
Luan Vinícius Fiorio, Boris Karanov, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts
2021 — conf
Distance-Agnostic Auto-Encoders for Short Reach Fiber Communications.
OFC
Boris Karanov, Laurent Schmalen, Alex Alvarado
2020 — conf
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model.
OFC
Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2020 — conf
End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design.
ECOC
Boris Karanov, Polina Bayvel, Laurent Schmalen
2020 — conf
End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends.
ECOC
Boris Karanov, Vinícius Oliari, Mathieu Chagnon, Gabriele Liga, Alex Alvarado, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2020 — conf
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications.
SiPS
Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2020 J jnl
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications.
CoRR
Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2020 — conf
Influence of Spectral Broadening on Nonlinearity Compensation in Ultra-Wideband Optical Fiber Communications.
ICTON
Tianhua Xu, Jiazheng Ding, Yifan Liu, Wenxiu Hu, Boris Karanov, Nikita A. Shevchenko, Zhe Li, Tiegen Liu
2020 J jnl
Optical Fiber Communication Systems Based on End-to-End Deep Learning.
CoRR
Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2020 — conf
Time-Domain Learned Digital Back-Propagation.
SiPS
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
2019 J jnl
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model.
CoRR
Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2019 — conf
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing.
Allerton
Boris Karanov, Gabriele Liga, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2019 J jnl
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing.
CoRR
Boris Karanov, Gabriele Liga, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2019 J jnl
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks.
CoRR
Boris Karanov, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2019 J jnl
Experimental Demonstration of Learned Time-Domain Digital Back-Propagation.
CoRR
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
2018 — conf
Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems.
OFC
Boris Karanov, Tianhua Xu, Nikita A. Shevchenko, Domaniç Lavery, Gabriele Liga, Robert I. Killey, Polina Bayvel
2018 J jnl
End-to-end Deep Learning of Optical Fiber Communications.
CoRR
Boris Karanov, Mathieu Chagnon, Félix Thouin, Tobias A. Eriksson, Henning Bülow, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
2018 — conf
Experimental Demonstration of a Dispersion Tolerant End-to-End Deep Learning-Based IM-DD Transmission System.
ECOC
Mathieu Chagnon, Boris Karanov, Laurent Schmalen
2017 — conf
Nonlinearity Compensation and Information Rates in Fully-Loaded C-band Optical Fibre Transmission Systems.
ECOC
Tianhua Xu, Nikita A. Shevchenko, Boris Karanov, Domaniç Lavery, Lídia Galdino, Alex Alvarado, Robert I. Killey, Polina Bayvel
2017 — conf
Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber.
OFC
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