Work

End-to-End Optimization of the Pulse Shaper for Enhanced Residual Phase Noise Resilience

Year: 2025

Type: conference-paper

Abstract: We leverage an autoencoder to optimize the pulse shaper and matched filter under residual phase noise (RPN) influence. The learned filters effectively cancel the distortions caused by RPN, enhancing the robustness of the transmitted constellation.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.14718363

Authors: Neves, Manuel, Monteiro, Paulo, Guiomar, Fernando

Institution: Instituto de Telecomunicações

Language: English

Topic: Optical Network Technologies

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

Funder: European Commission

Award: DIOR: Deep Intelligent Optical and Radio Communication Networks