Intelligent Optimization for Laser Frequency Locking Through Deep LSTM Formed by Dual-Loop Structure
This paper proposes a laser frequency locking sys-tem assisted by neural network. Utilizing dual-loop structure to construct deep LSTM has refined the frequency locking performance, enabling it to maintain long-term stability at the kHz level.
Authors
- Shangsu Ding (ORCID: https://orcid.org/0000-0003-3019-1293)
- Hongtao Yu (ORCID: https://orcid.org/0000-0002-8596-5527)
- Mingwen Zhu
- Bin Luo (ORCID: https://orcid.org/0000-0001-9231-0273)
- Jianming Shang (ORCID: https://orcid.org/0000-0002-3522-8035)
- Song Yu (ORCID: https://orcid.org/0000-0003-1489-9021)
Institutions
- Beijing University of Posts and Telecommunications (CN)
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10809413
- Citations
- 1
- Primary Topic
- Advanced Optical Sensing Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.51