Projecten per jaar
Persoonlijk profiel
Research profile
From October 2020, Boris is a post-doctoral research member of the Signal Processing Systems Group at the Eindhoven University of Technology with research focused on the application of deep learning for digital signal processing in optical fibre communications.
His research interests include nonlinear fiber effects, digital signal processing, and machine learning/deep learning in communications systems.
Academic background
Boris Karanov received the B.Sc. degree in telecommunication engineering from Technical University of Sofia, Sofia, Bulgaria, in 2014, and the joint M.Sc. degrees in photonic networks engineering from Aston University, Birmingham, U.K.; Osaka University, Osaka, Japan; and Technical University of Berlin, Berlin, Germany, in 2016, under the Erasmus Mundus Masters framework. His master thesis was developed in Fraunhofer Heinrich-Hertz-Institute, Germany. During the B.Sc. and M.Sc. programmes, he had internships in the Bulgarian Academy of Sciences and Mitsubishi Electric, Japan and worked under MC-IRSES scheme with Jiaotong University, Shanghai, China. His Ph.D. programme (2016-2020) was with the Optical Networks Group, University College London, London, U.K., and Nokia Bell Labs, Stuttgart, Germany under the European Industrial Doctorate (EID) Marie Skłodowska-Curie project Coding for Optical communications In the Nonlinear regime (COIN). His Ph.D. research focused on developing new coding and detection methods for communication over the nonlinear dispersive optical fibre channel using deep learning. In 2018, Boris was a recepient of the Nokia "Most innovative AI solution" award for pioneering work in the field of machine learning applications to communication systems. In 2021, he received the "Best paper award" from the IEEE/OSA Journal of Lightwave Technology, honouring the most influential, highest-cited paper published two to three years prior to the award. Also in 2021, he was awarded the Lombardi prize from the Electronic and Electrical Engineering department at UCL, given annually to the best, most impactful thesis submitted in the previous year.
Opleiding / Academische kwalificatie
Electrical engineering, Doctor, Coding for optical communications in the nonlinear regime, University College London
26 sep. 2016 → 26 sep. 2020
Datum van toekenning: 28 dec. 2020
Electrical engineering, Master, Photonic networks engineering, Aston University
sep. 2014 → sep. 2016
Datum van toekenning: 2 sep. 2016
Electrical engineering, Master, Photonic networks engineering, Osaka University
sep. 2014 → sep. 2016
Datum van toekenning: 2 sep. 2016
Electrical engineering, Master, Photonic networks engineering, Technische Universitat Berlin
sep. 2014 → sep. 2016
Datum van toekenning: 2 sep. 2016
Electrical engineering, Bachelor, Telecommunications engineering, Technical University of Sofia
sep. 2010 → jun. 2014
Datum van toekenning: 23 jun. 2014
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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RAISE SPS: Robust AI for SafE (radar) signal processing
Gonzalez Carabarin, L. (Projectmedewerker), Youn, J. (Projectmedewerker), Karanov, B. (Projectmedewerker), Wei, X. (Projectmedewerker), Fiorio, L. (Projectmedewerker), Chen, C.-H. (Projectmedewerker), An, M. (Projectmedewerker), Belt, H. J. W. (Projectmedewerker), Manders, T. (Projectmedewerker), Lima de Oliveira, M. (Projectmedewerker), Mischi, M. (Project Manager), Overdevest, J. (Projectmedewerker), Bergmans, J. W. M. (Projectmedewerker) & Alvarado, A. (Project communicatie medewerker)
1/06/21 → 31/05/28
Project: Third tier
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TKI-HTSM/22.0547/TKI2212P11 RAIDAR:AI for RaDAR
Karanov, B. (Projectmedewerker), Joudeh, H. (Projectmedewerker), Klioui, Y. (Projectmedewerker), Mischi, M. (Project Manager), Alsharif, H. (Projectmedewerker) & Bergmans, J. W. M. (Projectmedewerker)
1/01/21 → 31/08/27
Project: Third tier
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ICONIC: Increasing the Capacity of Optical Nonlinear Interfering Channels
Alvarado, A. (Project Manager), Alvarado, A. (Projectmedewerker), Willems, F. M. J. (Project communicatie medewerker), Sanders, R. (Project communicatie medewerker), Alvarado, A. (Project communicatie medewerker), Barreiro, A. (Project communicatie medewerker), Wu, K. (Projectmedewerker), de Jonge, M. (Project communicatie medewerker), Karanov, B. (Project communicatie medewerker), Karanov, B. (Projectmedewerker), Lee, J. (Projectmedewerker) & Oliari, V. (Projectmedewerker)
1/08/17 → 31/07/23
Project: Onderzoek direct
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Analysis of Impulsive Interference in Digital Audio Broadcasting Systems in Electric Vehicles
Chen, C.-H., Huang, W.-H., Karanov, B., Young, A., Wu, Y. & van Houtum, W. J., 2024, (Geaccepteerd/In druk) 44th Symposium on Information Theory and Signal Processing in the Benelux.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access -
On the Robustness of Deep Learning-aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge
Chen, C.-H., Karanov, B., van Houtum, W. J., Wu, Y., Young, A. & Alvarado, A., 3 jul. 2024, 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024. Institute of Electrical and Electronics Engineers, 6 blz. 10570860Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand26 Downloads (Pure) -
Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement
Fiorio, L. (Corresponding author), Karanov, B., Defraene, B., David, J., Widdershoven, F. P., van Houtum, W. J. & Aarts, R. M., 18 okt. 2024, In: IEEE Access. 12, blz. 154843-154852 10 blz., 10721436.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand26 Downloads (Pure) -
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data
Fiorio, L. V., Karanov, B., David, J., van Houtum, W., Widdershoven, F. & Aarts, R. M., 5 mei 2023, ICASSP 2023 -2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers, 5 blz. 10097238Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
1 Citaat (Scopus) -
Hybrid Geometric and Probabilistic Shaping; Is It Really Necessary?
Oliari, V., Karanov, B., Goossens, S., Liga, G., Vassilieva, O., Kim, I., Palacharla, P., Okonkwo, C. & Alvarado, A., 2022, Signal Processing in Photonic Communications, SPPCom 2022. Optica Publishing Group, blz. 1-2 2 blz. SpTu1J.4Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
1 Citaat (Scopus)2 Downloads (Pure)