@inproceedings{40358fbafa07409ebf58eaceaa06517a,
title = "Digital Predistortion Enhancement by Convolutional Neural Network for Probabilistic Shaped Discrete Multi-Tone Signal Transmission in Passive Optical Network",
abstract = "We experimentally demonstrate a 68.2-Gb/s net data-rate probabilistic shaped discrete multi-tone transmission in passive optical network with 11G-class devices. The convolutional-neural-network strengthens digital predistortion performance with 1.1-dB improvement of system sensitivity over linear pre-equalization.",
author = "Qi Zhou and Rui Zhang and Shuyi Shen and Hsu, \{Chin Wei\} and Shuang Yao and Su, \{Shang Jen\} and Chang, \{Gee Kung\}",
note = "Publisher Copyright: {\textcopyright} 2021 OSA.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",
year = "2021",
month = jun,
language = "English",
series = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",
address = "United States",
}