logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Machine learning-based algorithm for core allocation in spatial division multiplexing elastic optical networks

delete2025-05-01
delete1
PRE
AI
J
Jurandir C. Lacerda *
S
Sousa, Carlos E. B.
A
Aline G. Morais
A
Adolfo V. T. Cartaxo
A
André C.B. Soares
DOI：10.1016/j.yofte.2025.104155delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
基于多芯光纤（MCF）的空间分割复用弹性光网络（SDM-EONs）是未来传输网络的有前景的候选方案。在MCF中，资源分配问题新增了一个维度：纤芯分配。本文提出了一种基于机器学习的纤芯选择算法（MaLAC）用于SDM-EONs。与文献中提出的其他三种方案及一个低串扰场景相比，MaLAC在请求阻塞概率（RBP）方面至少实现25.35%的提升，在带宽阻塞概率（BBP）方面至少实现24.81%的提升。在串扰水平较高的场景中，MaLAC在RBP方面至少实现8.16%的提升，在BBP方面至少实现9.28%的提升。
Keyword:
Optical networks
Multi-core fiber
Physical layer impairments
Artificial intelligence
Neural networks
Machine learning

期刊

Optical Fiber Technology 封面图
Optical Fiber Technology
IF:
2.7
论文数:
677
被引数:
6.1K

机构

U
univ fed piaui ufpi
学者数:
10
论文数: 3
被引数: 0
I
inst univ lisboa iscte
学者数:
1
论文数: 1
被引数: 0
I
ifpi
学者数:
7
论文数: 4
被引数: 0
学者 查看更多机构
引用论文

引用论文

Nonlinear Impairment-Aware Static Resource Allocation in Elastic Optical Networks
errJournal of Lightwave Technology
IF0
err2015-11-15
err0
errOAAI
errJuzi Zhao; Henk Wymeersch; Erik Agrell
err分享
err收藏
Machine Learning Assisted Optimization of Dynamic Crosstalk-Aware Spectrally-Spatially Flexible Optical Networks
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2020-04-01
err21
PREAI
errKlinkowski, Miroslaw; Ksieniewicz, Pawel; Jaworski, Marek; Zalewski, Grzegorz; Walkowiak, Krzysztof
err分享
err收藏
An Efficient IA-RMLSA Algorithm for Transparent Elastic Optical Networks一种用于透明弹性光网络的IA-RMLSA算法
errComputer Networks
IF0
err2017-05-01
err0
PREAI
errAlexandre Fontinele; Iallen Santos; Juarez Nolêto Neto; Divanilson R. Campelo; André Soares
err分享
err收藏
Impairment- and fragmentation-aware, energy-efficient dynamic RMSCA for SDM-EONs
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2023-08-04
err11
PREAI
errRavipudi, Jaya Lakshmi; Brandt-Pearce, Maite
err分享
err收藏
Recent Advances in the Modeling of the Impact of Nonlinear Fiber Propagation Effects on Uncompensated Coherent Transmission Systems
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2017-02-01
err88
PREAI
errPoggiolini, P.; Jiang, Y.
err分享
err收藏
Resource Allocation for Space-Division Multiplexing: Optical White Box Versus Optical Black Box Networking
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2015-12-01
err145
errOAAI
errMuhammad, Ajmal; Zervas, Georgios; Forchheimer, Robert
err分享
err收藏
Overview on routing and resource allocation based machine learning in optical networks
errOptical Fiber Technology
IF0
err2020-12-01
err0
errOAAI
errYongjun Zhang; Jingjie Xin; Xin Li; Shanguo Huang
err分享
err收藏
Dynamic Crosstalk-Aware Lightpath Provisioning in Spectrally-Spatially Flexible Optical Networks光谱空间灵活光网络中的动态串扰感知光路配置
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2019-04-05
err68
PREAI
errKlinkowski, Miroslaw; Zalewski, Grzegorz
err分享
err收藏
Crosstalk-Aware Resource Allocation in Survivable Space-Division-Multiplexed Elastic Optical Networks Supporting Hybrid Dedicated and Shared Path Protection
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2020-03-15
err45
PREAI
errMoghaddam, Elham Ehsani; Beyranvand, Hamzeh; Salehi, Jawad A.
err分享
err收藏
EGN model of non-linear fiber propagation
errOPTICS EXPRESS
IF3.3
err2014-06-24
err374
errOAAI
errCarena, Andrea; Bosco, Gabriella; Curri, Vittorio; Jiang, Yanchao; Poggiolini, Pierluigi; Forghieri, Fabrizio
err分享
err收藏
学者 查看更多内容