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

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-30
DOI
https://doi.org/10.5281/zenodo.14718363
Primary Topic
Optical Network Technologies
Type
article
Field-Weighted Citation Impact
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article

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

Zenodo (CERN European Organization for Nuclear Research)
Optical Network Technologies
article

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

article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Instituto de Telecomunicações (PT)
Openalex Percentile: Top 55%
Optical Network Technologies
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End-to-End Optimization of the Pulse Shaper for Enhanced Residual Phase Noise Resilience · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS