Efficient Inter-Channel Interference Monitoring using DSP in Standard Coherent Receivers.

Leonardo Minelli,Gabriella Bosco,Antonino Nespola,Stefano Straullu,Stefano Piciaccia,Dario Pilori

Optical Fiber Communications Conference and Exhibition（2024）

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摘要

We experimentally demonstrate an efficient Optical Performance Monitoring algorithm, based on a Machine Learning-assisted Digital Signal Processing scheme suitable for standard coherent receivers, for estimating asymmetric cross-talk between adjacent WDM channels.

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关键词

Digital Signal Processing,Inter-channel Interference,Adjacent Channels,Wavelength Division Multiplexing,Root Mean Square Error,Mean Square Error,Artificial Neural Network,Power Spectral Density,Stochastic Gradient Descent,Analog-to-digital Converter,Optical Filter,Latin Hypercube Sampling,Symbol Rate

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