Tremblay, Christine, Allogba, Stéphanie and Aladin, Sandra.
2019.
« Quality of transmission estimation and performance prediction of lightpaths using machine learning ».
In 45th European Conference on Optical Communication (ECOC) (Dublin, Ireland, Sept. 22-26, 2019)
IET.
Compte des citations dans Scopus : 7.
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Official URL: https://doi.org/10.1049/cp.2019.0757
Abstract
We show how the quality of transmission can be estimated before lightpath establishment using support vector machine and synthetic data and we illustrate how the long short term memory method can be used for performance prediction after lightpath establishment using field bit error rate data.
| Item Type: | Conference proceeding |
|---|---|
| Professor: | Professor Tremblay, Christine |
| Affiliation: | Génie électrique |
| Date Deposited: | 09 Mar 2020 14:16 |
| Last Modified: | 14 Jul 2020 15:37 |
| URI: | https://espace2.etsmtl.ca/id/eprint/20381 |
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