| Full text | |
| Author(s): |
Dantas, Lucas C.
;
Cossa, Grazielle C.
;
Penchel, Rafael A.
;
de Oliveira, Jose Augusto
;
Abbade, Marcelo L. F.
;
de Abreu, Leandra I.
;
Garcia, Marlon R.
;
Guillardi, Hildo, Jr.
;
Aldaya, Ivan
Total Authors: 9
|
| Document type: | Journal article |
| Source: | 2024 SBFOTON INTERNATIONAL OPTICS AND PHOTONICS CONFERENCE, SBFOTON IOPC 2024; v. N/A, p. 3-pg., 2024-01-01. |
| Abstract | |
This paper explores the interaction between dispersion-induced intersymbol interference and self-phase modulation in coherent optical communication systems using raised cosine pulse shaping. In order to address this interaction, we trained a multilayer perceptron with adjacent symbols, demonstrating that utilizing information from multiple symbols enhances the system's ability to compensate for nonlinear distortion. (AU) | |
| FAPESP's process: | 24/01712-9 - Compensation for transmission impairments in advanced optical communication systems employing artificial intelligence |
| Grantee: | Ivan Aritz Aldaya Garde |
| Support Opportunities: | Regular Research Grants |
| FAPESP's process: | 20/09889-4 - Design and manufacture of wideband antennas using additive manufacturing process |
| Grantee: | Rafael Abrantes Penchel |
| Support Opportunities: | Regular Research Grants |