@inproceedings{07f3cb78025f4935aa8ee469044bbef0,
title = "Joint Modulation Format Identification and OSNR Monitoring based on LSTM",
abstract = "A joint modulation format identification and OSNR monitoring scheme based on LSTM is proposed for the performance monitoring of coherent optical communication systems. Simulation results show that the proposed scheme can effectively accomplish high accuracy classification of different modulation formats and achieve accurate estimation of OSNR.",
keywords = "LSTM Networks, Modulation Format Identification, OSNR, Optical Performance Monitoring",
author = "Xingle Chang and Zhipei Li and Qi Zhang and Chenchen Wang and Yongjun Wang and Qinghua Tian and Feng Tian and Xiangjun Xin",
note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 Asia Communications and Photonics Conference, ACP 2022 and International Conference on Information Photonics and Optical Communications, IPOC 2022 ; Conference date: 05-11-2022 Through 08-11-2022",
year = "2022",
doi = "10.1109/ACP55869.2022.10089092",
language = "English",
series = "Asia Communications and Photonics Conference, ACP",
publisher = "Optica Publishing Group (formerly OSA)",
pages = "639--641",
booktitle = "2022 Asia Communications and Photonics Conference, ACP 2022 and International Conference on Information Photonics and Optical Communications, IPOC 2022",
address = "United States",
}