Optical Communication Technology, Volume. 47, Issue 5, 50(2021)

SVM-based underwater LED visible light communication signal detection method

LI Xiaoji1...2, DU Weihai1,2, LI Yanlong2, YAN Weilong2 and GAO Tian2 |Show fewer author(s)
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    References(7)

    [1] [1] YING K, YU Z H, BAXLEY R J, et al. Nonlinear distortion mitigation in visible light communications[J]. IEEE Wireless Communications, 2015, 22(2): 36-45.

    [2] [2] INAN B A, LEE S C J A, RANDEL S B, et al. Impact of LED nonlinearity on discrete multitone modulation[J]. Journal of Optical Communications and Networking, 2009, 1(5): 439-451.

    [3] [3] WANG Y Q, HUANG X X, ZHANG J W, et al. Enhanced performance of visible light communication employing 512QAM N-SC-FDE and DD-LMS[J]. Optics Express, 2014, 22(13): 15328-15334.

    [7] [7] KHAN F N, LU C, LAU A P T.Machine learning methods for optical communication systems[EB/OL].[2020-09-17].https://www.osapublishing.org/viewmedia.cfm?uri=SPPCom-2017-SpW2F.3&seq=0.

    [9] [9] ZHENG C B, YU S, GU W Y. A SVM-based processor for free-space optical communication[C]// IEEE 5th international conference on electronics information and emergency communication(ICEIEC), May 14-16, 2015, Beijing, China. Piscataway: IEEE, 2015: 30-33.

    [10] [10] SHIFRIN K S. Physical optics of ocean water[M]. New York: Amer. Inst. Phys, 1988.

    [11] [11] JASMAN F, GREEN R J. Monte Carlo simulation for underwater optical wireless communications[C]// 2nd International Workshop on Optical Wireless Communications (IWOW), October 21, 2013, Newcastle upon Tyne, UK. Piscataway: IEEE, 2013: 113-117.

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    LI Xiaoji, DU Weihai, LI Yanlong, YAN Weilong, GAO Tian. SVM-based underwater LED visible light communication signal detection method[J]. Optical Communication Technology, 2021, 47(5): 50

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    Paper Information

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    Received: Sep. 17, 2020

    Accepted: --

    Published Online: Sep. 2, 2021

    The Author Email:

    DOI:10.13921/j.cnki.issn1002-5561.2021.05.011

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