Optical Performance Monitoring for Commercial Transceivers using Constellations: Practical Considerations

We demonstrate an ML-based optical performance monitoring technique using constellation diagrams which accurately assess OSNR and generalized OSNR in a realistic deployment environment with product constraints. Limitations of OSNR estimation in commercial deployments are discussed. © 2022 Stephen E. Ralph