Artificial Neural Network based Modulation Identification for Elastic Optical Networks

被引：0
|
作者：
Zhang, Q. W. [1 ]
Liu, M. [1 ]
Zhou, H. [1 ]
Chen, J. [1 ]
Cao, B. Y. [1 ]
Song, Y. X. [1 ]
Zhang, J. J. [1 ]
Li, Y. C. [1 ]
Wang, M. [1 ]
机构：
[1] Shanghai Univ, Shanghai Inst Adv Commun & Data Sci, Key Lab Specialty Fiber Opt & Opt Access Networks, Shanghai 200072, Peoples R China
来源：
23RD OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC2018) | 2018年
基金：
中国国家自然科学基金; 上海市科技启明星计划;
关键词：
FORMAT IDENTIFICATION;
D O I：
暂无
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
A modulation format identification technique by using artificial neural network for elastic optical networks is experimentally realized in IMDD QAM-OFDM system. Experimental results demonstrate successful identification for five different QAM modulation formats.
引用
收藏
页数：2
相关论文
共 50 条
  • [1] Artificial neural network-based adaptive modulation for elastic optical networks
    Reihani, Amir Zarezadeh
    Behdadfar, Mohammad
    Sebghati, Mohammadali
    INTERNET TECHNOLOGY LETTERS, 2022, 5 (02)
  • [2] A Simple Artificial Neural Network Based Joint Modulation Format Identification and OSNR Monitoring Algorithm for Elastic Optical Networks
    Zhang, Qianwu
    Zhou, Hai
    Liu, Min
    Chen, Jian
    Zhang, Junjie
    2018 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP), 2018,
  • [3] Modulation Scheme Identification Based on Artificial Neural Network Algorithms for Optical Communication System
    Jalil, Mustafa A.
    Ayad, Jenan
    Abdulkareem, Hanan J.
    JOURNAL OF ICT RESEARCH AND APPLICATIONS, 2020, 14 (01) : 69 - 77
  • [4] Resource allocation with advance reservation using artificial neural network in elastic optical networks
    Mahala, Neha
    Thangaraj, Jaisingh
    SOFT COMPUTING, 2021, 25 (11) : 7515 - 7525
  • [5] Resource allocation with advance reservation using artificial neural network in elastic optical networks
    Neha Mahala
    Jaisingh Thangaraj
    Soft Computing, 2021, 25 : 7515 - 7525
  • [6] Synaptic modulation based artificial neural networks
    Duro, RJ
    Santos, J
    Gomez, A
    FROM NATURAL TO ARTIFICIAL NEURAL COMPUTATION, 1995, 930 : 31 - 36
  • [7] Robust and Blind Modulation Format Identification for Elastic Optical Networks
    Jiang, Lin
    Yan, Lianshan
    Yi, Anlin
    Pan, Yan
    Bo, Tianwai
    Hao, Ming
    Pan, Wei
    Luo, Bin
    2018 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC), 2018,
  • [8] Blind Density-Peak-Based Modulation Format Identification for Elastic Optical Networks
    Jiang, Lin
    Yan, Lianshan
    Yi, Arlin
    Pan, Yan
    Bo, Tianwai
    Hao, Ming
    Pan, Wei
    Luo, Bin
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2018, 36 (14) : 2850 - 2858
  • [9] Modulation format identification under stringent bandwidth limitation based on an artificial neural network
    Huang, Luyao
    Xue, Lei
    Qunbi Zhuge
    Hu, Weisheng
    Yi, Lilin
    OSA CONTINUUM, 2021, 4 (01) : 96 - 104
  • [10] Singer Identification Based on Artificial Neural Network
    Biswas, Sharmila
    Solanki, Sandeep Singh
    ADVANCED INFORMATICS FOR COMPUTING RESEARCH, PT I, 2019, 1075 : 393 - 401
12345