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Beam tracking algorithm for marine applications using visible light communication

机译:用于使用可见光通信的海洋应用的光束跟踪算法

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摘要

Visible light communication (VLC) offers a unique advantage of electromagnetic interference immunity and wide bandwidth. It has gradually become the main candidate in marine communication with great potential. As a green communication link, VLC requires reliable beam tracking as a prerequisite. Therefore, based on the received signal strength of a single-input-multiple-output system in the VLC scenario, this paper first proposes a geometrical algorithm for transmitter localization. On this basis, a linear iterative algorithm using Taylor expansion, implicit function theorem, and time-domain expansion is presented to realize online beam tracking. Under the marine VLC system, an iterative denoising algorithm based on the hidden Markov model and principal component analysis is proposed for denoising. Simulation results showthat the proposed algorithms have predominance in high tracking accuracy (within 10 cm) and desirable real-time performance. (C)2020 Optical Society of America
机译:可见光通信(VLC)提供电磁干扰免疫和宽带宽的独特优势。 它逐渐成为海洋沟通的主要候选人,潜力巨大。 作为绿色通信链路,VLC需要可靠的波束跟踪作为先决条件。 因此,基于VLC场景中的单输入多输出系统的接收信号强度,本文首先提出了一种用于发射机本地化的几何算法。 在此基础上,提出了一种使用泰勒扩展,隐式功能定理和时域扩展的线性迭代算法来实现在线波束跟踪。 在海洋VLC系统下,提出了一种基于隐马尔可夫模型和主成分分析的迭代去噪算法进行去噪。 仿真结果显示,所提出的算法具有高跟踪精度(10cm内)和所需的实时性能优势。 (c)2020美国光学学会

著录项

  • 来源
    《Applied optics》 |2020年第22期|共9页
  • 作者单位

    Tianjin Univ Sch Elect &

    Informat Engn Tianjin 300072 Peoples R China;

    Tianjin Univ Sch Elect &

    Informat Engn Tianjin 300072 Peoples R China;

    Chinese Acad Sci State Key Lab Integrated Optoelect Inst Semicond Beijing 100083 Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 应用;
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