Fast and Accurate Estimation of Performance Degradation Due to PMD Based on Neural Network Method
We propose a fast and accurate method based on neural networks to estimate the performance degradation due to PMD. This method provides precise results and is 1000 times faster in computation than traditional method.
Authors
- Boyang Hou
- Xiaoguang Zhang (ORCID: https://orcid.org/0000-0003-1871-0433)
- Yan Zhang (ORCID: https://orcid.org/0000-0003-3087-326X)
- Zhipeng Zheng (ORCID: https://orcid.org/0000-0001-9308-5303)
- Tianrun Sun
- Nan Cui (ORCID: https://orcid.org/0000-0003-1864-8262)
Institutions
- Beijing University of Posts and Telecommunications (CN)
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10809470
- Primary Topic
- Industrial Vision Systems and Defect Detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Fundamental Research Funds for the Central Universities