Enhancing Optical Multiplex Section QoT Estimation Using Scalable Gray-box DNN

/in /by

Publication Date: 11/10/2024

Event: IEEE Photonics Conference (IPC 2024)

Reference: pp. 1-2, 2024

Authors: Rocco D Ingillo, Politecnico di Torino; Andrea D Amico, NEC Laboratories America, Inc.; Renato Ambrosone, Politecnico di Torino; Stefano Straullu, Links Foundation; Francesco Aquilino, Links Foundation; Vittorio Curri, Politecnico di Torino

Abstract: In Optical Multiplex Section (OMS) control and optimization framework, end-to-end (Global) and span-by-span (Local) DNN gray-box strategies are compared in terms of scalability and accuracy of the output signal and noise power predictions. Experimental measurements are carried out in OMSs with increasing number of spans.

Publication Link: