| Full text | |
| Author(s): |
Ospina, Ruby S. B.
;
van den Hout, Menno
;
van der Heide, Sjoerd
;
Okonkwo, Chigo
;
Mello, Darli A. A.
;
IEEE
Total Authors: 6
|
| Document type: | Journal article |
| Source: | 2021 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC); v. N/A, p. 3-pg., 2021-01-01. |
| Abstract | |
We propose a neural network model for MDG and optical SNR estimation in SDM transmission. We show that the proposed neural-network-based solution estimates MDG and SNR with high accuracy and low complexity from features extracted after DSP. (c) 2021 The Author(s) (AU) | |
| FAPESP's process: | 15/24517-8 - Photonics for next generation internet |
| Grantee: | Hugo Enrique Hernández Figueroa |
| Support Opportunities: | Research Projects - Thematic Grants |
| FAPESP's process: | 18/25414-6 - Channel Estimation in Optical Systems with Space-Division Multiplexing |
| Grantee: | Ruby Stella Bravo Ospina |
| Support Opportunities: | Scholarships abroad - Research Internship - Doctorate |
| FAPESP's process: | 17/25537-8 - Distance-adaptive modulation for space-division multiplexed optical systems |
| Grantee: | Ruby Stella Bravo Ospina |
| Support Opportunities: | Scholarships in Brazil - Doctorate |
| FAPESP's process: | 15/24341-7 - New strategies to confront with the threat of capacity exhaustion |
| Grantee: | Helio Waldman |
| Support Opportunities: | Research Projects - Thematic Grants |