Acta Optica Sinica, Volume. 45, Issue 13, 1306015(2025)

Advances in Fiber Nonlinear Compensation Technology for High‐Speed Optical Communication Systems (Invited)

Yutong Pan1, Tianhong Zhang1, Hua Shu2, Tianchi Zhong1, and Fan Zhang1、*
Author Affiliations
  • 1State Key Laboratory of Photonics and Communications, School of Electronics, Peking University, Beijing 100871, China
  • 2School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China
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    References(128)

    [3] Kasap S O[M]. Electronic materials and devices(2006).

    [4] Agrawal G P. Nonlinear fiber optics[M]. Nonlinear science at the Dawn of the 21st Century, 542, 195-211(2007).

    [5] Agrawal G P[M]. Nonlinear fiber optics & applications of nonlinear fiber optics, 12-13, 32(2010).

         Agrawal G P[M]. 非线性光纤光学原理及应用, 12-13, 32(2010).

    [7] Kikuchi N, Sasaki S. Analytical evaluation technique of self-phase-modulation effect on the performance of cascaded optical amplifier systems[J]. Journal of Lightwave Technology, 13, 868-878(2002).

    [12] Keiser G[M]. Optical fiber communications(2000).

    [25] Mecozzi A, Clausen C B, Shtaif M. Analysis of intrachannel nonlinear effects in highly dispersed optical pulse transmission[J]. IEEE Photonics Technology Letters, 12, 392-394(2002).

    [57] Zhang T, Tao X L, Liu B Y et al. Research on fiber nonlinear compensation based on extended nonlinear operator[J/OL]. Acta Optica Sinica, 45, 1606001(2025).

    [71] Liu S D, Zhang J, Li Y J et al. Blind nonlinearity compensation by machine-learning-based clustering for coherent optical OFDM[C], 1-3(2019).

    [74] Wang X X. Research on machine learning based nonlinear compensation algorithms in cherent optical communication systems[D](2020).

    [76] Shen T S R, Lau A P T. Fiber nonlinearity compensation using extreme learning machine for DSP-based coherent communication systems[C], 816-817(2011).

    [81] Koike-Akino T, Wang Y, Millar D S et al. Neural turbo equalization: deep learning for fiber-optic nonlinearity compensation[J]. Journal of Lightwave Technology, 38, 3059-3066(2020).

    [98] Jain P, Lampe L, Mitra J. Deep convolutional recurrent neural network for fiber nonlinearity compensation[C], 1-4(2022).

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    Yutong Pan, Tianhong Zhang, Hua Shu, Tianchi Zhong, Fan Zhang. Advances in Fiber Nonlinear Compensation Technology for High‐Speed Optical Communication Systems (Invited)[J]. Acta Optica Sinica, 2025, 45(13): 1306015

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Apr. 16, 2025

    Accepted: Jun. 26, 2025

    Published Online: Jul. 17, 2025

    The Author Email: Fan Zhang (fzhang@pku.edu.cn)

    DOI:10.3788/AOS250946

    CSTR:32393.14.AOS250946

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