• DocumentCode
    71507
  • Title

    Time-Domain Volterra-Based Digital Backpropagation for Coherent Optical Systems

  • Author

    Guiomar, Fernando Pedro ; Batalha Amado, Sofia ; Sanches Martins, Celestino ; Nolasco Pinto, Armando

  • Author_Institution
    Dept. of Electron., Telecommun. & Inf., Univ. of Aveiro & Inst. de Telecomun., Aveiro, Portugal
  • Volume
    33
  • Issue
    15
  • fYear
    2015
  • fDate
    Aug.1, 1 2015
  • Firstpage
    3170
  • Lastpage
    3181
  • Abstract
    We propose a novel closed-form time-domain (TD) Volterra series nonlinear equalizer (VSNE) for the mitigation of Kerr-related distortions in polarization-multiplexed (PM) coherent optical transmission systems. The proposed TD-VSNE is obtained from the inverse Fourier analysis of a frequency-domain VSNE based on a frequency-flat approximation. Employing novel TD approximations, we demonstrate the equivalency between the VSNE algorithms formulated in time and frequency domains. In order to enhance the computational efficiency, we insert a power weighting time window in the TD-VSNE, yielding the weighted VSNE (W-VSNE) algorithm. We demonstrate that the convergence of the W-VSNE to its maximum performance is much faster than that of the TD-VSNE, thus requiring fewer parallel filters. Through numerical simulation of a 224-Gb/s PM-16QAM optical channel, we compare the performance/complexity tradeoff of the W-VSNE with the well-known split-step Fourier method (SSFM) and with the computationally optimized weighted SSFM (W-SSFM). Enabled by the use of fewer iterations and only two parallel W-VSNE filters, we demonstrate a reduction of up to ~45% on computational effort and ~70% on latency, in comparison with the W-SSFM.
  • Keywords
    Fourier analysis; Volterra series; backpropagation; frequency-domain analysis; inverse problems; optical Kerr effect; optical communication equipment; optical filters; optical information processing; quadrature amplitude modulation; time-domain analysis; Kerr-related distortion mitigation; PM-16QAM optical channel; TD approximations; TD-VSNE; W-SSFM; bit rate 224 Gbit/s; closed-form time-domain Volterra series nonlinear equalizer; complexity tradeoff; computational efficiency; computationally optimized weighted SSFM; equivalency; frequency domains; frequency-domain VSNE; frequency-flat approximation; inverse Fourier analysis; latency; numerical simulation; parallel W-VSNE filter; performance tradeoff; polarization-multiplexed coherent optical transmission systems; power weighting time window; split-step Fourier method; time-domain Volterra-based digital backpropagation; weighted VSNE algorithm; Approximation algorithms; Approximation methods; Complexity theory; Equalizers; Mathematical model; Nonlinear optics; Optical polarization; Coherent detection; Volterra series; digital signal processing; nonlinear equalization; optical communication systems;
  • fLanguage
    English
  • Journal_Title
    Lightwave Technology, Journal of
  • Publisher
    ieee
  • ISSN
    0733-8724
  • Type

    jour

  • DOI
    10.1109/JLT.2015.2435520
  • Filename
    7110510