Small Sample Fiber Full State Diagnosis Based on Fuzzy Clustering and Improved ResNet Network
The optical time domain reflectometer (OTDR) curve features of communication fibers exhibit subtle differences among their normal, subhealthy, and faulty operating states, making it challenging for existing machine learning-based fault diagnosis algorithms to extract these minute features. In additi...
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Hindawi-IET
2024-01-01
|
| Series: | IET Signal Processing |
| Online Access: | http://dx.doi.org/10.1049/2024/5512014 |