Fiber Parameter Change Monitoring in Single Span SSMF Links Using Koopman Operators

Abstract:
Koopman-based fiber parameter estimation is computationally efficient and only requires input-output data from an operational link. However, the Kerr parameter estimate becomes biased for longer fibers. Surprisingly, we observe that parameter changes are nevertheless tracked accurately. This can be exploited for link monitoring.