A Submarine is an underwater vessel used for exploration, research, and defense. NEC Labs America develops sensing technologies, such as distributed acoustic sensing and hydrophones, that can track and monitor submarine activity. These methods provide applications in national security, maritime safety, and environmental monitoring. By integrating AI with subsea sensing, NEC creates robust systems that enhance situational awareness in challenging underwater environments.

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GFF-Agnostic Black Box Gain Model for non-Flat Input Spectrum

We present a simple and accurate semi-analytical model predicting the gain of a single-stage erbium-doped fiber amplifier (EDFA) embedded with an unknown gain flattening filter (GFF). Characteristic wavelength-dependent gain coefficients and their scaling laws are extracted with a limited set of simple flat input spectrum measurements at variable temperatures and pump powers. Based on a black box approach, the proposed model provides a precise gain profile estimation of GFF-embedded EDFA for non-flat input spectra in variable temperature and pump power conditions. The accuracy of the presented methodology is validated on an extensive experimental dataset and compared with state-of-the-art gain models based on semi-analytic and solutions.