@inproceedings{67069b8a954f4176b50ad75f15317bca,
title = "Modulation format recognition with support vector machines (SVM) based on clustering features in high-speed optical fiber communication systems",
abstract = "A blind modulation format recognition scheme is proposed for high-speed optical fiber communication systems. Simulation results demonstrate that the proposed scheme can effectively recognize four QAM modulation formats under low OSNR thresholds.",
keywords = "Modulation format recognition (MFR), clustering, high-speed optical fiber communications, support vector machines (SVM)",
author = "Aoran Zheng and Qi Zhang and Zhiqi Huang and Xiangjun Xin and Ran Gao and Siyuan Chen and Jing Xu and Fu Wang and Feng Tian and Yongjun Wang and Qinghua Tian and Sitong Zhou and Leijing Yang",
note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 23rd International Conference on Optical Communications and Networks, ICOCN 2025 ; Conference date: 28-07-2025 Through 31-07-2025",
year = "2025",
doi = "10.1109/ICOCN67308.2025.11145502",
language = "English",
series = "2025 23rd International Conference on Optical Communications and Networks, ICOCN 2025",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2025 23rd International Conference on Optical Communications and Networks, ICOCN 2025",
address = "United States",
}