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Metodi P. Yankov

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

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Jul 19, 2023
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Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning

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Nov 08, 2022
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Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling

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Jul 04, 2022
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Capacity and Achievable Rates of Fading Few-mode MIMO IM/DD Optical Fiber Channels

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Jan 27, 2022
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End-to-end Learning of a Constellation Shape Robust to Channel Condition Uncertainties

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Nov 16, 2021
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End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth

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Jun 01, 2021
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All-Optical Nonlinear Pre-Compensation of Long-Reach Unrepeatered Systems

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Jan 06, 2021
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Power Evolution Prediction and Optimization in a Multi-span System Based on Component-wise System Modeling

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Sep 11, 2020
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Machine learning-based EDFA Gain Model Generalizable to Multiple Physical Devices

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Sep 11, 2020
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End-to-end Learning for GMI Optimized Geometric Constellation Shape

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Jul 19, 2019
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