Complex Fully Connected Neural Networks for Nonlinearity Compensation in Long-Haul Transmission Systems

被引：0
|
作者：
Bogdanov, Stepan [1 ]
Sidelnikov, Oleg [1 ]
机构：
[1] Novosibirsk State Univ, Novosibirsk 630090, Russia
来源：
2021 CONFERENCE ON LASERS AND ELECTRO-OPTICS EUROPE & EUROPEAN QUANTUM ELECTRONICS CONFERENCE (CLEO/EUROPE-EQEC) | 2021年
关键词：
D O I：
10.1109/CLEO/Europe-EQEC52157.2021.9592658
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：
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems
    Huang, Chaoran
    Fujisawa, Shinsuke
    de Lima, Thomas Ferreira
    Tait, Alexander N.
    Blow, Eric
    Tian, Yue
    Bilodeau, Simon
    Jha, Aashu
    Yaman, Fatih
    Batshon, Hussam G.
    Peng, Hsuan-Tung
    Shastri, Bhavin J.
    Inada, Yoshihisa
    Wang, Ting
    Prucnal, Paul R.
    2020 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC), 2020,
  • [2] Advanced Convolutional Neural Networks for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems
    Sidelnikov, Oleg
    Redyuk, Alexey
    Sygletos, Stylianos
    Fedoruk, Mikhail
    Turitsyn, Sergei
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2021, 39 (08) : 2397 - 2406
  • [3] Convolutional Neural Networks with Multiple Layers per Span for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems
    Sidelnikov, Oleg
    Redyuk, Alexey
    Sygletos, Stylianos
    Fedoruk, Mikhail
    Turitsyn, Sergei
    2021 CONFERENCE ON LASERS AND ELECTRO-OPTICS EUROPE & EUROPEAN QUANTUM ELECTRONICS CONFERENCE (CLEO/EUROPE-EQEC), 2021,
  • [4] Compensation of fiber nonlinearity in 40×32 GBaud long-haul DWDM transmission
    Hadjadji N.
    Hamdi R.
    Hadjadji, N. (hadjadji.narimane@univ-guelma.dz), 1600, Begell House Inc. (79): : 29 - 38
  • [5] Ultra long-haul DWDM transmission via nonlinearity management
    Cao, XD
    Yu, T
    OPTICAL AMPLIFIERS AND THEIR APPLICATIONS, PROCEEDINGS, 2001, 44 : 203 - 210
  • [6] Joint intra and inter-channel nonlinearity compensation based on interpretable neural network for long-haul coherent systems
    Tang, Du
    Wu, Zhen
    Sun, Zhongliang
    Tang, Xizi
    Qiao, Yaojun
    OPTICS EXPRESS, 2021, 29 (22) : 36242 - 36256
  • [7] Coherent detection in long-haul transmission systems
    Cai, Yi
    2008 CONFERENCE ON OPTICAL FIBER COMMUNICATION/NATIONAL FIBER OPTIC ENGINEERS CONFERENCE, VOLS 1-8, 2008, : 2467 - 2469
  • [8] Optical MSK long-haul transmission systems
    Binh, L. N.
    Huynh, T. L.
    Chan, L.
    Pang, K. K.
    OPTICAL TRANSMISSION, SWITCHING, AND SUBSYSTEMS IV, PTS 1 AND 2, 2006, 6353
  • [9] Dynamic complex deep Neural Network Nonlinear Equalizer for 64 QAM Long-haul Transmission Systems
    Yadav, Govind Sharan
    Tsuritani, Takehiro
    Beppu, Shohei
    Takahashi, Hidenori
    Morita, Itsuro
    Feng, Kai-Ming
    Yan, Jhih-heng
    2019 24TH OPTOELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC) AND 2019 INTERNATIONAL CONFERENCE ON PHOTONICS IN SWITCHING AND COMPUTING (PSC), 2019,
  • [10] Wavelength division multiplexing in long-haul transmission networks
    Bergano, NS
    22ND EUROPEAN CONFERENCE ON OPTICAL COMMUNICATIONS, PROCEEDINGS, VOLS 1-6: CO-LOCATED WITH: 2ND EUROPEAN EXHIBITION ON OPTICAL COMMUNICATION - EEOC '96, 1996, : C65 - C71
12345