Fault Tracing of Optical Networks Based on CPSO-SNN

The optical network fault traceability scheme based on CPSO-SNN is proposed and experimentally verify its feasibility and superiority. The aim is to cope with scenarios where untrained fault types occur and to address the time-consuming and laborious problem of manually fine-tuning hyperparameters.

Authors

Y. Liu (ORCID: https://orcid.org/0000-0002-9591-6067)
Shanguo Huang (ORCID: https://orcid.org/0000-0002-0750-2340)
Yuxuan Gao (ORCID: https://orcid.org/0000-0003-3209-5609)
Bingli Guo (ORCID: https://orcid.org/0000-0002-5969-0515)
Jingyu Wang (ORCID: https://orcid.org/0000-0002-2182-2228)

Institutions

Beijing University of Posts and Telecommunications (CN)
State Key Laboratory of Information Photonics and Optical Communications

Publication Details

Published: 2024-11-02
DOI: https://doi.org/10.1109/acp/ipoc63121.2024.10809816
Citations: 1
Primary Topic: Spectroscopy Techniques in Biomedical and Chemical Research
Type: article
Field-Weighted Citation Impact: 0.66

Funders

National Key Research and Development Program of China

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article

Fault Tracing of Optical Networks Based on CPSO-SNN

Y. Liu, Shanguo Huang, Yuxuan Gao, Bingli Guo et al.

Nov 2, 2024

1 citations

Spectroscopy Techniques in Biomedical and Chemical Research

0.66

article

Fault Tracing of Optical Networks Based on CPSO-SNN

Y. Liu, Shanguo Huang, Yuxuan Gao, Bingli Guo, Jingyu Wang

November 2, 2024article en

1 citations

Abstract

The optical network fault traceability scheme based on CPSO-SNN is proposed and experimentally verify its feasibility and superiority. The aim is to cope with scenarios where untrained fault types occur and to address the time-consuming and laborious problem of manually fine-tuning hyperparameters.

Beijing University of Posts and Telecommunications (CN), State Key Laboratory of Information Photonics and Optical Communications

National Key Research and Development Program of China

Openalex Percentile: Top 18%

Spectroscopy Techniques in Biomedical and Chemical Research

0.66

DOI Source OpenAlex

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