Fiber Fault Monitoring for Passive Optical Network using a Kernel-Based Support Vector Machine.
Auwalu UsmanNadiatulhuda ZulkifliMohd Rashidi SalimKharina KhairiPublished in: APCC (2021)
Keyphrases
- support vector machine
- support vector
- wavelength division multiplexing
- kernel methods
- normal operation
- fiber optic
- network model
- optical networks
- monitoring system
- optical fiber
- network monitoring
- multi class
- network traffic
- svm classifier
- computer networks
- kernel function
- telecommunication networks
- complex networks
- fault detection
- abnormal events
- communication networks
- fault diagnosis
- expert systems
- machine learning
- network traffic monitoring
- fault management
- wdm networks
- wireless sensor
- diffusion tensor
- network management
- hyperplane
- peer to peer
- wireless sensor networks
- feature space
- feature selection