Experimental Demonstration of ML-Based DWDM System Margin Estimation
Reviewed by Pithpith:TLYZSSLHopen to challenge →
classification
cs.NI
eess.SP
keywords
datadwdmexperimentalaccurateachievesdemonstrationdetailedestimated
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SNR margins between partially and fully loaded DWDM systems are estimated without detailed knowledge of the network. The ML model, trained on simulation data, achieves accurate predictions on experimental data with an RMSE of 0.16 dB.
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