학술논문
Successive Quantization of the Neural Network Equalizers in Optical Fiber Communication
Document Type
Conference
Author
Source
2023 Opto-Electronics and Communications Conference (OECC) Opto-Electronics and Communications Conference (OECC), 2023. :1-6 Jul, 2023
Subject
Language
ISSN
2166-8892
Abstract
A pragmatic successive quantization approach is applied to a neural network equalizer in a 16-QAM dual-polarization fiber transmission experiment over a 9x50km TWC fiber link. Quantization at 5 bits reduces the complexity by 85%, with a negligible Q-factor penalty.