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Carsten Tropschug

Fault Monitoring in Passive Optical Networks using Machine Learning Techniques

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Jul 08, 2023
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Faulty Branch Identification in Passive Optical Networks using Machine Learning

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Apr 03, 2023
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Branch Identification in Passive Optical Networks using Machine Learning

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Apr 01, 2023
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Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks

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Mar 19, 2022
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Machine Learning-based Anomaly Detection in Optical Fiber Monitoring

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Mar 19, 2022
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Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory

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Mar 19, 2022
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Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory

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Mar 19, 2022
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ML-based Anomaly Detection in Optical Fiber Monitoring

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Feb 23, 2022
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A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis

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Feb 16, 2022
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