Optical Communication Technology, Volume. 44, Issue 1, 54(2020)

Post distortion compensation of OFDM-VLC based on LSTM

XU Junxiang1,2, LIN Bangjiang1, TANG Xuan1, SHEN Xiaohuan1,2, and LAI Qiwei1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(6)

    [1] [1] LIN B J, TANG X, GHASSEMLOOY Z, et al. Experimental demonstration of an indoor VLC positioning system based on OFDMA[J]. IEEE Photonics Journal, 2017, 9(2): 1-9.

    [2] [2] ELGALA H, MESLEH R, HAAS H. Non-linearity effects predistortion in optical OFDM wireless transmission using LEDs[J]. International Journal of Ultra Wideband Communications and Systems, 2009, 1(2): 143-150.

    [5] [5] MARCELLA C, LORENZO B, GIUSEPPE S, et al. Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model[J]. IEEE Transactions on Image Processing, 2018, 27(10): 5142-5154.

    [6] [6] WANG Y, TAO L, HUANG X, et al. Enhanced Performance of a High-Speed WDM CAP64 VLC System Employing Volterra Series-Based Nonlinear Equalizer[J]. IEEE Photonics Journal, 2015, 7(3): 1-7.

    [7] [7] QIAN H, YAO S J, CAI S Z, et al. Adaptive Post-Distortion for Nonlinear LEDs in Visible Light Communications[J]. IEEE Photonics Journal, 2014, 6(4): 1-8.

    [8] [8] HAIGH P A, GHASSEMLOOY Z, RAJBHANDARI S, et al. Visible light communications: 170 Mb/s using an artificial neural network equalizer in a low bandwidth white light configuration[J]. Journal of lightwave technology, 2014, 32(9): 1807-1813.

    CLP Journals

    [1] ZOU Shao-qin, LAI Qi-wei, LIN Bang-jiang. Research on SCMA-VLC Receiver based on Convolutional Neural Network[J]. Study On Optical Communications, 2022, 48(1): 27

    [2] HUANG Qiang, FENG Xiaofang, HE Yun, XIE Junyi, LIAN Weihua. Nonlinear phase noise tracking algorithm based on modified DD-RLS[J]. Optical Communication Technology, 2021, 45(3): 42

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    XU Junxiang, LIN Bangjiang, TANG Xuan, SHEN Xiaohuan, LAI Qiwei. Post distortion compensation of OFDM-VLC based on LSTM[J]. Optical Communication Technology, 2020, 44(1): 54

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    Paper Information

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    Received: Jun. 28, 2019

    Accepted: --

    Published Online: Feb. 24, 2020

    The Author Email:

    DOI:10.13921/j.cnki.issn1002-5561.2020.01.013

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