Transmission is the transfer of energy or data across a medium such as optical fiber or electrical lines. NEC Labs America advances transmission research in both communication networks and smart grids. By optimizing optical signal transmission and integrating AI for predictive fault detection, NEC ensures reliable, high-capacity systems that support global connectivity and modern energy needs.

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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.