Chinese Journal of Lasers, Volume. 44, Issue 11, 1106010(2017)

Phase Noise Compensation Algorithm of CO-OFDM System Based on Unscented Kalman Filter

Dong Yuejun1, Tang Yingjie2, Ren Hongliang1,3、*, Lu Jin1, Qin Yali1, Guo Shuqin1, and Hu Weisheng3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    Figures & Tables(4)
    Flow chart of proposed phase noise compensation algorithm based on UKF
    (a) BER variation versus laser linewidth in 16QAM, 32QAM systems when iterating one, two, three times by proposed UKF algorithm; (b) BER variation versus laser linewidth in 16QAM system using proposed UKF and LS algorithms when the pilot signal subcarrier intervals are 32 and 64; (c) BER variation versus laser linewidth in 32QAM system using proposed UKF and LS algorithms when the pilot signal subcarrier intervals are 32 and 64; (d) BER variation versus system transmission rate in 32QAM system u
    Signal constellation diagrams obtained by receiver with laser linewidth of 700 kHz, 32QAM and pilot signal subcarrier interval of 64. (a) Without using any equalization algorithm; (b) using initial CPE phase noise compensation; (c) using Avg-BL phase noise compensation algorithm; (d) iteration one times by UKF algorithm; (e) iteration two times by UKF algorithm; (f) iteration three times by UKF algorithm
    • Table 1. Computational complexity of proposed UKF algorithm

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      Table 1. Computational complexity of proposed UKF algorithm

      MethodComputational complexity
      ChannelestimationInitial CPEmitigation (EKF)Avg-BLFFTUltimatecompensation (UKF)
      Proposed UKFalgorithm withfirst iterationO(NpNf)+ONf(2m+1)O(Np)O(NBNflog2Nf)O(Nflog2Nf)O(Nf)
      Number of times11252
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    Dong Yuejun, Tang Yingjie, Ren Hongliang, Lu Jin, Qin Yali, Guo Shuqin, Hu Weisheng. Phase Noise Compensation Algorithm of CO-OFDM System Based on Unscented Kalman Filter[J]. Chinese Journal of Lasers, 2017, 44(11): 1106010

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    Paper Information

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    Received: Jun. 19, 2016

    Accepted: --

    Published Online: Nov. 17, 2017

    The Author Email: Hongliang Ren (hlren@zjut.edu.cn)

    DOI:10.3788/CJL201744.1106010

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