Concurrent Fault Prediction Based Multi-View Feature Embedding for Optical Transport Networks
We propose a concurrent multi-fault prediction method that effectively embeds multi-view fault features for complex OTNs. This method can concurrently predict 23 types of faults with a zero false negative rate in real-world scenarios.
Authors
- Zhuming Bi (ORCID: https://orcid.org/0000-0002-8145-7883)
- Danshi Wang (ORCID: https://orcid.org/0000-0001-9815-4013)
- Jinbiao Xiong (ORCID: https://orcid.org/0000-0002-2005-0211)
- Min Zhang (ORCID: https://orcid.org/0000-0001-5842-9107)
- Yanlin Fan
- Chunyu Zhang (ORCID: https://orcid.org/0009-0003-3254-9831)
- Xunjie Jiang
- Weijie Yang
Institutions
- Beijing University of Posts and Telecommunications (CN)
- State Key Laboratory of Information Photonics and Optical Communications
- China United Network Communications Group (China) (CN)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11110040
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China