K-Means Clustering Empowered Accuracy Improvement of Longitudinal Power Profile Estimation
We report a K-means clustering empowered longitudinal power profile estimation (PPE) scheme, achieving a 0.1 dB power estimation accuracy improvement of anomalous loss, in comparison with traditional training symbols enabled PPE.
Authors
- Junjiang Xiang (ORCID: https://orcid.org/0000-0001-5185-5322)
- Gai Zhou (ORCID: https://orcid.org/0000-0001-6278-5964)
- Songnian Fu (ORCID: https://orcid.org/0000-0003-3330-9170)
- Meng Xiang (ORCID: https://orcid.org/0000-0002-3052-2251)
- Yuwen Qin (ORCID: https://orcid.org/0000-0001-9879-1514)
Institutions
- Photonic Science (United Kingdom) (GB)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11110843
- Primary Topic
- Engineering Applied Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China