Optical Communication Technology, Volume. 45, Issue 12, 46(2021)

Decision method of reverse modulation optical communication signal based on K-means algorithm

FANG Xiaodong1... XU Zhiyong1, WANG Jingyuan1, LI Jianhua1, WANG Weiwei1, ZHAO Jiyong1 and HUANG Zhonghu2 |Show fewer author(s)
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  • 2[in Chinese]
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    References(10)

    [2] [2] KHAN F N, FAN Q R, LU C, et al. An optical communication's perspective on machine learning and its applications[J]. Journal of Lightwave Technology, 2019, 37(15): 493-516.

    [3] [3] GOODMAN J W. Statistical optics[M]. New York: John Wiley, 1985.

    [6] [6] JAKEMAN E, PUSEY P. Significance of K distributions in scattering experiments[J]. Physical Review Letters, 1978, 40(9): 546-550.

    [7] [7] AL-HABASH M A. Mathematical model for the irradiance probability density function of a laser beam propagating through turbulent media[J]. Optical Engineering, 2001, 40(8): 1554-1562.

    [8] [8] RICARDO B, FEDERICO D. Exponentiated weibull model for the irradiance probability density function of a laser beam propagating through atmospheric turbulence[J]. Optics & Laser Technology, 2013, 45(2): 13-20.

    [9] [9] GOODMAN J W. Statistical Optics[M]. New York: John Wiley, 1985.

    [10] [10] ZHU X M, KAHN J M. Free-space optical communication through atmospheric turbulence channels[J]. IEEE Transactions on Communications, 2002, 50(8): 1293-1300.

    [11] [11] YANG G W, LI Z P, BI M H, et al. Channel modeling and performance analysis of modulating retroreflector FSO systems under weak turbulence conditions[J]. IEEE Photonics Journal, 2017, 9(2): 1-10.

    [12] [12] LI J, UYSAL M. Optical wireless communications:system model,capacity and coding[C]// IEEE. Proceedings of Vehicular Technology Conference. Piscataway: IEEE, 1988: 168-172.

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    FANG Xiaodong, XU Zhiyong, WANG Jingyuan, LI Jianhua, WANG Weiwei, ZHAO Jiyong, HUANG Zhonghu. Decision method of reverse modulation optical communication signal based on K-means algorithm[J]. Optical Communication Technology, 2021, 45(12): 46

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    Paper Information

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    Received: May. 17, 2021

    Accepted: --

    Published Online: Feb. 28, 2022

    The Author Email:

    DOI:10.13921/j.cnki.issn1002-5561.2021.12.011

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