Search Results for author: Agastya Raj

Found 2 papers, 0 papers with code

A Robust ADMM-Based Optimization Algorithm For Underwater Acoustic Channel Estimation

no code implementations23 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.

Self-Normalizing Neural Network, Enabling One Shot Transfer Learning for Modeling EDFA Wavelength Dependent Gain

no code implementations4 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.

Transfer Learning

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