A fiber channel modeling method based on complex neural networks

A fiber channel modeling method based on complex neural networks

Abstract Channel modeling plays a pivotal role in the field of communications, particularly in the optical communication networks of backbone communication systems. Recent studies on optical channel modeling have utilized real-valued neural network (RVNN) to extract channel characteristics, an appro...

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Bibliographic Details
Main Authors: Haifeng Yang, Yongjun Wang, Chao Li, Lu Han, Qi Zhang, Xiangjun Xin
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Deep learning
Complex-valued neural network
Fiber channel modeling
Optical fiber communications
Generative model
Online Access:https://doi.org/10.1038/s41598-025-07595-1
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https://doi.org/10.1038/s41598-025-07595-1

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