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Machine learning-aided hierarchical framework for proactive inline EDFA gain degradation detection and localization in optical networks

Year: 2025

Type: article

Source: Journal of Optical Communications and Networking

DOI: 10.1364/jocn.572232

Authors: Hongcheng Wu, Qi Hu, Zhuojun Cai, Gai Zhou, Kangping Zhong, Faisal Nadeem Khan

Institutions: Guangdong University of Technology, Hong Kong Polytechnic University

Language: English

Topic: Optical Network Technologies

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

Funders: National Natural Science Foundation of China, Tsinghua Shenzhen International Graduate School

Awards: G1914626505, G3391522728

OpenAlex ID: W4415665628

FWCI:

Cites: 29

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