Improving QoT Estimation Accuracy in Production Networks: A Data-Driven Approach to Address OLS Imperfections
We explore QoT estimation across three phases of optical network planning. Utilizing deployed OCHs, we demonstrate that a data-driven approach enhances estimation precision by accounting OLS imperfections in the Service Expansion Phase .
Authors
- Zhiqun Zhai
- Yan He (ORCID: https://orcid.org/0000-0003-1426-3592)
- Yi Su (ORCID: https://orcid.org/0009-0001-5784-6272)
- Huan Zhang (ORCID: https://orcid.org/0009-0009-1420-0154)
- Liang Dou (ORCID: https://orcid.org/0000-0003-3044-3841)
- Sai Chen (ORCID: https://orcid.org/0000-0003-3106-5643)
- Alan Pak Tao Lau (ORCID: https://orcid.org/0000-0003-0463-5057)
Institutions
- Hong Kong Polytechnic University (HK)
- Alibaba Group (United States) (US)
- Alibaba Group (China) (CN)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/ofc.2025.tu3i.4
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00