Learning from the Optical Spectrum: Soft-Failure Identification and Localization

被引：0
|
作者：
Velasco, Luis [1 ]
Shariati, Behnam [1 ]
Vela, Alba P. [1 ]
Comellas, Jaume [1 ]
Ruiz, Marc [1 ]
机构：
[1] UPC, Opt Commun Grp GCO, Barcelona, Spain
来源：
2018 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC) | 2018年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The availability of coarse-resolution cost-effective Optical Spectrum Analyzers ( OSA) allows its widespread deployment in operators' networks. In this paper, several machine learning approaches for failure identification and localization that take advantage of OSAs are presented. (c) 2018 Optical Society of America
引用
收藏
页数：3
相关论文
共 50 条
  • [21] SDN Control and Monitoring System for Soft-failure Detection and Optical Restoration of Spectral/Spatial Superchannels
    Munoz, R.
    Yoshikane, N.
    Fabrega, J. M.
    Vilalta, R.
    Rodriguez, L.
    Svaluto Moreolo, M.
    Casellas, R.
    Martinez, R.
    Beppu, S.
    Soma, D.
    Tsuritani, T.
    Morita, I
    [J]. 2018 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC), 2018,
  • [22] Deep neural network-based soft-failure detection and failure aware routing and spectrum allocation for elastic optic networks
    Zhang, Min
    Xu, Bo
    Li, Xiaoyun
    Yin, Meihuan
    Wu, Baojian
    Qiu, Kun
    [J]. OPTICAL ENGINEERING, 2019, 58 (06)
  • [23] Experimental Demonstration of Soft Failure Identification Based on Digital Residual Spectrum and Machine Learning
    Sun, Kaixuan
    Yu, Zhenming
    Shu, Liang
    Wan, Zhiquan
    Huang, Hongyu
    Xu, Kun
    [J]. 2021 6TH INTERNATIONAL CONFERENCE ON UK-CHINA EMERGING TECHNOLOGIES (UCET 2021), 2021, : 81 - 84
  • [24] Research and implementation of a snapshot facility suitable for soft-failure recovery
    Feng, Y
    Zhang, YY
    Jia, RY
    [J]. NETWORK AND PARALLEL COMPUTING, PROCEEDINGS, 2004, 3222 : 256 - 260
  • [25] Digital Residual Spectrum-Based Generalized Soft Failure Detection and Identification in Optical Networks
    Sun, Kaixuan
    Yu, Zhenming
    Shu, Liang
    Wan, Zhiquan
    Huang, Hongyu
    Lei, Yi
    Xu, Kun
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (01) : 324 - 338
  • [26] Commercial USB IC Soft-Failure Sensitivity Measurement Method and Trend Analysis
    Hua, Runbing
    Hoseini, Omid
    Peng, Zhekun
    Shumiya, Hideki
    Konno, Shota
    Araki, Kenji
    Pommerenke, David
    Kim, Donghyun
    [J]. 2020 IEEE INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC COMPATIBILITY AND SIGNAL & POWER INTEGRITY VIRTUAL SYMPOSIUM(IEEE EMC+SIPI), 2020, : 200 - 204
  • [27] Low-complexity storage-reduced digital spectrum-based soft-failure management with Welch's method
    Shu, Liang
    Yu, Zhenming
    Wan, Zhiquan
    Xu, Kun
    [J]. OPTICS EXPRESS, 2020, 28 (09): : 12529 - 12541
  • [28] Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins
    Behera, Sadananda
    Panayiotou, Tania
    Ellinas, Georgios
    [J]. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 2140 - 2145
  • [29] Adaptation Mechanism for Digital Spectrum-based Soft Failure Identification
    Shu, Liang
    Yu, Zhenming
    Wan, Zhiquan
    Xu, Kun
    [J]. 2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS PACIFIC RIM (CLEO-PR), 2020,
  • [30] Generalized Soft Failure Identification enabled by Digital Residual Spectrum and Autoencoder
    Sun, Kaixuan
    Yu, Zhenming
    Shu, Liang
    Wan, Zhiquan
    Xu, Kun
    [J]. 2021 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC), 2021,
12345