@inproceedings{766c6d6541fc4912b958edd577d40c3d,
title = "Self-Supervised Neural Mutual Information Estimator for Probabilistic Shaping Signals in Fiber-Optic Systems",
abstract = "A self-supervised neural mutual information estimator for probabilistic shaping (PS) signals is proposed, achieving high accuracy in additive white Gaussian noise (AWGN) channels (|ΔMI|<0.01) and fiber-optic channels (|ΔMI|<0.03) under varying conditions, outperforming existing estimators.",
keywords = "deep learning, mutual information, optical fiber communication, probabilistic shaping",
author = "Yifan Cai and Qinghua Tian and Zuxian Li and Fangxu Yang and Sitong Zhou and Feng Tian and Qi Zhang and Xiangjun Xin",
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/ICOCN67308.2025.11145625",
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",
}