Study On Optical Communications, Volume. 49, Issue 4, 21(2023)

Constellation Geometrically-shaping and Artificial Intelligence Technology in Underwater Visible Light Communication

Xian-hao LIN1...2,3,4 and Nan CHI1,2,34,* |Show fewer author(s)
Author Affiliations
  • 1The Ministry of Education Key Laboratory of Electromagnetic Wave Information Science, Department of Communication Science and Engineering, Fudan University, Shanghai 200433, China
  • 2Peng Cheng Laboratory, Shenzhen 518055, China
  • 3Shanghai Engineering Research Center of Low-Earth-Orbit Satellite Communication and Applications, Shanghai 200433, China
  • 4Shanghai Collaborative Innovation Center of Low-Earth-Orbit Satellite Communication Technology, Shanghai 200433, China
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    References(12)

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    [2] Chi N, Zhou Y J, Shi J Y et al. Enabling Technologies for High Speed Visible Light Communication[C], Th1E. 3(2017).

    [3] Liu Z X. Optimal Design of APSK Constellation & Study of its Modulation and Demodulation[D](2007).

    [5] Chi N, Zhao Y H, Shi M et al. Gaussian Kernel-aided Deep Neural Network Equalizer Utilized in Underwater PAM8 Visible Light Communication System[J]. Optics Express, 26, 26700-26712(2018).

    [6] Chen H, Zhao Y H, Hu F C et al. Nonlinear Resilient Learning Method based on Joint Time-frequency Image Analysis in Underwater Visible Light Communication[J]. IEEE Photonics Journal, 12, 2981516(2020).

    [7] Chen J, Wang Z, Zhao Y et al. Neural Network Detection for Bandwidth-limited Non-orthogonal Multiband CAP UVLC System[J]. IEEE Photonics Journal, 14, 3162472(2022).

    [8] Cai J F, Xu Z Y, Chi N. Constellation Shaping and AI-driven Demodulation Techniques in Visible Light Communication[J]. ZTE Technology Journal, 28, 19-24(2022).

    [9] Li Y B, Xia X G. Constellation Mapping for Space-time Matrix Modulation with Iterative Demodulation/Decoding[J]. IEEE Transactions on Communications, 53, 764-768(2005).

    [10] Stepniak G, Siuzdak J, Zwierko P. Compensation of a VLC Phosphorescent White LED Nonlinearity by Means of Volterra DFE[J]. IEEE Photonics Technology Letters, 25, 1597-1600(2013).

    [11] Im G H, Harman D B, Huang G et al. 51.84 Mb/s 16-cap Atm Lan Standard[J]. IEEE Journal on Selected Areas in Communications, 13, 620-632(1995).

    [12] Karanov B, Chagnon M, Aref V et al. Optical Fiber Communication Systems based on End-to-end Deep Learning: (Invited Paper)[C], 9252544(2020).

    [13] Huang X X, Wang Z X, Shi J Y et al. 1.6 Gbit/s Phosphorescent White LED based VLC Transmission Using a Cascaded Pre-equalization Circuit and a Differential Outputs PIN Receiver[J]. Optics Express, 23, 22034-22042(2015).

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    Xian-hao LIN, Nan CHI. Constellation Geometrically-shaping and Artificial Intelligence Technology in Underwater Visible Light Communication[J]. Study On Optical Communications, 2023, 49(4): 21

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    Paper Information

    Category: Research Articles

    Received: Mar. 6, 2023

    Accepted: --

    Published Online: Nov. 22, 2023

    The Author Email: CHI Nan (nanchi@fudan.edu.cn)

    DOI:10.13756/j.gtxyj.2023.04.005

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