Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks.
Khouloud AbdelliFlorian AzendorfHelmut GriesserCarsten TropschugStephan PachnickePublished in: CoRR (2022)
Keyphrases
- fault diagnosis
- optical networks
- link failure
- neural network
- wavelength division multiplexing
- expert systems
- fault detection
- fuzzy logic
- service differentiation
- bp neural network
- operating conditions
- fault detection and diagnosis
- gas turbine
- electronic equipment
- condition monitoring
- power transformers
- routing and wavelength assignment
- chemical process
- wdm networks
- fault identification
- rotating machinery
- multiple faults
- monitoring and fault diagnosis
- industrial systems
- analog circuits
- rbf neural network
- genetic algorithm
- knowledge base
- electrical power systems
- dynamic reconfiguration
- network technologies
- network topology
- ad hoc networks
- wireless networks
- artificial intelligence