• DocumentCode
    1895987
  • Title

    Hybrid Genetic Algorithm Applied to Wave Directional Spectrum Estimation by Array

  • Author

    Wei, Zheng ; Dianlun, Zhang ; Dajun, Sun

  • Author_Institution
    Underwater Acoust. Eng. Coll., HarBin Eng. Univ., Harbin, China
  • Volume
    1
  • fYear
    2009
  • fDate
    10-11 Oct. 2009
  • Firstpage
    334
  • Lastpage
    338
  • Abstract
    Array estimation of wave directional spectrum needs to measure the same quantity of the different locations, then the cross-spectrum of different locations is calculated, finally wave direction distribution is estimated based on nonlinear equation between cross-spectrum and wave direction distribution. In the paper, a hybrid genetic algorithm is applied to modified MEM algorithm, the algorithm avoids the complicated Bessel function calculation and also eigenvalue and eigenvector calculation. Simulation result shows that the hybrid genetic algorithm has better precision and also high calculation speed.
  • Keywords
    genetic algorithms; ocean waves; oceanographic techniques; array estimation; cross-spectrum; hybrid genetic algorithm; modified MEM algorithm; nonlinear equation; wave directional spectrum estimation; Acoustical engineering; Automation; Frequency estimation; Genetic algorithms; Genetic engineering; Nonlinear equations; Sea measurements; Spectral analysis; Sun; Transfer functions; hybrid genetic algorithm; modified MEM algorithm; nonlinear equation; wave directional spectrum;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
  • Conference_Location
    Changsha, Hunan
  • Print_ISBN
    978-0-7695-3804-4
  • Type

    conf

  • DOI
    10.1109/ICICTA.2009.88
  • Filename
    5287642