Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory

no code implementations • 19 Mar 2022 • Khouloud Abdelli, Helmut Griesser, Peter Ehrle, Carsten Tropschug, Stephan Pachnicke

To reduce operation-and-maintenance expenses (OPEX) and to ensure optical network survivability, optical network operators need to detect and diagnose faults in a timely manner and with high accuracy.

Multi-Task Learning