Articles by Metodi P. Yankov | Synthical

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Metodi P. Yankov

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17

A comparison between black-, grey- and white-box modeling for the bidirectional Raman amplifier optimization

31 July 2024 by Metodi Yankov and others

Applied Physics, Computational Engineering, Finance, and Science

Rate Adaptive Geometric Constellation Shaping Using Autoencoders and Many-To-One Mapping

19 July 2023 by Metodi Yankov and others

Signal Processing

Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning

2 May 2023 by Ognjen Jovanovic and others

Information Theory, Signal Processing

Rate Adaptive Autoencoder-based Geometric Constellation Shaping

28 November 2022 by Ognjen Jovanovic and others

Signal Processing

Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling

4 July 2022 by Rasmus Jones and others

Networking and Internet Architecture, Machine Learning

End-to-end Learning of a Constellation Shape Robust to Channel Condition Uncertainties

22 April 2022 by Ognjen Jovanovic and others

Signal Processing

Capacity and Achievable Rates of Fading Few-mode MIMO IM/DD Optical Fiber Channels

27 January 2022 by Metodi Yankov and others

Information Theory, Machine Learning

End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth

1 June 2021 by Ognjen Jovanovic and others

Signal Processing

All-Optical Nonlinear Pre-Compensation of Long-Reach Unrepeatered Systems

6 January 2021 by Pawel Kaminski and others

Applied Physics, Signal Processing

Power Evolution Prediction and Optimization in a Multi-span System Based on Component-wise System Modeling

11 September 2020 by Metodi Yankov and others

Signal Processing, Machine Learning

Machine learning-based EDFA Gain Model Generalizable to Multiple Physical Devices

11 September 2020 by Francesco Ros and others

Signal Processing, Machine Learning

Multi-dimensional Joint Probabilistic and Geometric Shaping Strategies for Nonlinear Fiber Communications

5 November 2019 by Metodi Yankov

Optimization and Control, Signal Processing

End-to-end Learning for GMI Optimized Geometric Constellation Shape

19 July 2019 by Rasmus Jones and others

Information Theory, Signal Processing

Perturbation-based FEC-assisted Iterative Nonlinearity Compensation for WDM Systems

4 October 2018 by Edson P. Da Silva and others

Signal Processing

Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning

1 October 2018 by Rasmus Jones and others

Information Theory, Machine Learning

Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities

10 May 2018 by Rasmus Jones and others

Information Theory, Machine Learning

Experimental Comparison of Probabilistic Shaping Methods for Unrepeated Fiber Transmission

7 September 2017 by Julian Renner and others

Information Theory

Constellation Shaping for WDM systems using 256QAM/1024QAM with Probabilistic Optimization

11 September 2016 by Metodi Yankov and others

Information Theory, Optics

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Information Theory Signal Processing Machine Learning Optimization and Control Optics Networking and Internet Architecture Applied Physics