Research Data supporting "Data-Driven Model of an EDFA Using Gaussian Processes with Aging Detection"
Repository URI
Repository DOI
Change log
Authors
Harvey, Calum https://orcid.org/0000-0002-1447-6259
Description
This data related to a research project involving erbium-doped fibre amplifier modelling using different machine learning methods.
The data was primarily collected as outputs from machine learning models being run to predict amplifier gain. The mean absolute error of the models were collected and collated into the dataset for graphical purposes. No processing was done on the data, this data is raw measurements from the model.
Version
Software / Usage instructions
Excel used to create dataset
Keywords
EDFA gain modeling, EDFA pump power distributions, Gaussian processes regression