Multi-channel QoT prediction method in wide-area optical backbone network based on ensemble learning

Multi-channel QoT prediction method in wide-area optical backbone network based on ensemble learning

Due to the fact that in dynamic wide-area optical backbone network the accuracies of the existing prediction methods were insufficient,a novel prediction method on quality of transmission (QoT) of optical channel was proposed based on ensemble learning theory.Firstly,under the framework of stacked e...

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Bibliographic Details
Main Authors: Xiaochuan SUN, Zhigang LI, Minghui ZHANG, Guan GUI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-09-01
Series:Tongxin xuebao
Subjects:
optical backbone network
multi-channel
QoT prediction
ensemble learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020201/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020201/

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