Edge-carrier-assisted Phase-Retrieval Based on Deep Learning Enabling low CSPR and low Applied Dispersion Values
- Resource Type
- Conference
- Authors
- Orsuti, Daniele; Cappelletti, Martina; Santagiustina, Marco; Galtarossa, Andrea; Palmieri, Luca
- Source
- 2023 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2023. :1-3 Mar, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Photonics and Electrooptics
Deep learning
Sensitivity
Receivers
Optical fiber communication
Hardware
Complexity theory
Optical fiber dispersion
- Language
We explore the use of deep learning to loosen the constraints and enhance the performance of weak-carrier-assisted phase-retrieval receivers. The applied-dispersion-value can be reduced by 4-times and the complexity by 50% with low sensitivity penalties.