Publication | Closed Access
Proactive Fiber Damage Detection in Real-time Coherent Receiver
62
Citations
7
References
2017
Year
Unknown Venue
Algorithm ExtensionMachine LearningData ScienceEngineeringPattern RecognitionFiber OpticFiber Optic SensingStructural Health MonitoringComputer ScienceOptical Fiber CommunicationCoherent ReceiverDeep LearningSignal ProcessingFiber-optic CommunicationReal-time Coherent ReceiverOptical Fiber
We develop an algorithm extension for a coherent receiver, coupled with machine learning to monitor mechanical stress to an optical fiber, for recognizing fiber breaks before they occur. We demonstrate event classification with 95% accuracy over a real-time PDM-QPSK testbed.
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