no code implementations • 23 Aug 2023 • Tian Tian, Agastya Raj, Bruno Missi Xavier, Ying Zhang, Feiyun Wu, Kunde Yang
Accurate estimation of the Underwater acoustic (UWA) is a key part of underwater communications, especially for coherent systems.
no code implementations • 4 Aug 2023 • Agastya Raj, Zehao Wang, Frank Slyne, Tingjun Chen, Dan Kilper, Marco Ruffini
We present a novel ML framework for modeling the wavelength-dependent gain of multiple EDFAs, based on semi-supervised, self-normalizing neural networks, enabling one-shot transfer learning.