• DocumentCode
    3236410
  • Title

    Laser underwater target detection based on Gabor transform

  • Author

    Yang Shubin ; Peng Fuyuan

  • Author_Institution
    Sch. of Electr. & Inf. Eng., Wuhan Inst. of Technol., Wuhan, China
  • fYear
    2009
  • fDate
    25-28 July 2009
  • Firstpage
    95
  • Lastpage
    97
  • Abstract
    In allusion to characteristics of low SNR target signal and complexity of background in underwater laser signal, a method of detecting underwater laser weak target based on Gabor transform is proposed. Firstly Gabor transform is processed on laser underwater complicated non-stationary signal to turn it to become an approximate stationary signal. Then triple correlation is computed with Gabor transform coefficient and it can eliminate random interference and extrude target signal´s correlation. Since triple correlation peak value of signal with target is far bigger than it of without target and so target can be easily detected. Experiment proves that the proposed method can efficiently detect weak target in low signal-to-noise ratio underwater laser signal with low false alarm rate.
  • Keywords
    acoustic signal processing; laser beam applications; object detection; transforms; Gabor transform coefficient; background complexity; laser underwater target detection; low SNR target signal; low false alarm rate; low signal-to-noise ratio underwater laser signal; nonstationary signal; random interference; target signal correlation; Computer science; Computer science education; Frequency; Laser modes; Laser noise; Laser theory; Object detection; Signal processing; Sonar detection; Underwater tracking; Gabor transform; laser underwater detection; target detection; triple correlation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education, 2009. ICCSE '09. 4th International Conference on
  • Conference_Location
    Nanning
  • Print_ISBN
    978-1-4244-3520-3
  • Electronic_ISBN
    978-1-4244-3521-0
  • Type

    conf

  • DOI
    10.1109/ICCSE.2009.5228518
  • Filename
    5228518